id sid tid token lemma pos istl-2566 1 1 article article NOUN istl-2566 1 2 title title NOUN istl-2566 1 3 abstract abstract ADJ istl-2566 1 4 introduction introduction NOUN istl-2566 1 5 and and CCONJ istl-2566 1 6 literature literature NOUN istl-2566 1 7 review review NOUN istl-2566 1 8 methods method NOUN istl-2566 1 9 results result VERB istl-2566 1 10 discussion discussion NOUN istl-2566 1 11 conclusions conclusion NOUN istl-2566 1 12 supporting support VERB istl-2566 1 13 information information NOUN istl-2566 1 14 acknowledgments acknowledgment NOUN istl-2566 1 15 references reference NOUN istl-2566 1 16 enhancing enhance VERB istl-2566 1 17 the the DET istl-2566 1 18 discovery discovery NOUN istl-2566 1 19 of of ADP istl-2566 1 20 chemistry chemistry NOUN istl-2566 1 21 theses thesis NOUN istl-2566 1 22 by by ADP istl-2566 1 23 registering register VERB istl-2566 1 24 substances substance NOUN istl-2566 1 25 and and CCONJ istl-2566 1 26 depositing deposit VERB istl-2566 1 27 in in ADP istl-2566 1 28 pubchem pubchem PROPN istl-2566 1 29 vincent vincent PROPN istl-2566 1 30 f. f. PROPN istl-2566 1 31 scalfani scalfani VERB istl-2566 1 32 science science NOUN istl-2566 1 33 and and CCONJ istl-2566 1 34 engineering engineering NOUN istl-2566 1 35 librarian librarian ADJ istl-2566 1 36 rodgers rodger NOUN istl-2566 1 37 library library PROPN istl-2566 1 38 for for ADP istl-2566 1 39 science science NOUN istl-2566 1 40 and and CCONJ istl-2566 1 41 engineering engineer VERB istl-2566 1 42 the the DET istl-2566 1 43 university university PROPN istl-2566 1 44 of of ADP istl-2566 1 45 alabama alabama PROPN istl-2566 1 46 tuscaloosa tuscaloosa PROPN istl-2566 1 47 , , PUNCT istl-2566 1 48 al al PROPN istl-2566 1 49 vfscalfani@ua.edu vfscalfani@ua.edu PROPN istl-2566 1 50 barbara barbara PROPN istl-2566 1 51 j. j. PROPN istl-2566 1 52 dahlbach dahlbach PROPN istl-2566 1 53 annex annex PROPN istl-2566 1 54 services service NOUN istl-2566 1 55 librarian librarian ADJ istl-2566 1 56 libraries library NOUN istl-2566 1 57 ' ' PART istl-2566 1 58 annex annex PROPN istl-2566 1 59 the the DET istl-2566 1 60 university university PROPN istl-2566 1 61 of of ADP istl-2566 1 62 alabama alabama PROPN istl-2566 1 63 tuscaloosa tuscaloosa PROPN istl-2566 1 64 , , PUNCT istl-2566 1 65 al al PROPN istl-2566 1 66 bdahlbac@ua.edu bdahlbac@ua.edu PROPN istl-2566 1 67 jacob jacob PROPN istl-2566 1 68 robertson robertson PROPN istl-2566 1 69 institutional institutional PROPN istl-2566 1 70 repository repository PROPN istl-2566 1 71 specialist specialist NOUN istl-2566 1 72 gorgas gorgas PROPN istl-2566 1 73 library library PROPN istl-2566 1 74 the the DET istl-2566 1 75 university university PROPN istl-2566 1 76 of of ADP istl-2566 1 77 alabama alabama PROPN istl-2566 1 78 tuscaloosa tuscaloosa PROPN istl-2566 1 79 , , PUNCT istl-2566 1 80 al al PROPN istl-2566 1 81 jrrobertson3@ua.edu jrrobertson3@ua.edu PROPN istl-2566 1 82 abstract abstract PROPN istl-2566 1 83 chemical chemical NOUN istl-2566 1 84 substances substance NOUN istl-2566 1 85 from from ADP istl-2566 1 86 theses thesis NOUN istl-2566 1 87 are be AUX istl-2566 1 88 not not PART istl-2566 1 89 widely widely ADV istl-2566 1 90 accessible accessible ADJ istl-2566 1 91 as as ADP istl-2566 1 92 searchable searchable ADJ istl-2566 1 93 machine machine NOUN istl-2566 1 94 - - PUNCT istl-2566 1 95 readable readable ADJ istl-2566 1 96 formats format NOUN istl-2566 1 97 . . PUNCT istl-2566 2 1 in in ADP istl-2566 2 2 this this DET istl-2566 2 3 article article NOUN istl-2566 2 4 , , PUNCT istl-2566 2 5 we we PRON istl-2566 2 6 describe describe VERB istl-2566 2 7 our our PRON istl-2566 2 8 workflow workflow NOUN istl-2566 2 9 for for ADP istl-2566 2 10 extracting extract VERB istl-2566 2 11 , , PUNCT istl-2566 2 12 registering register VERB istl-2566 2 13 , , PUNCT istl-2566 2 14 and and CCONJ istl-2566 2 15 sharing share VERB istl-2566 2 16 chemical chemical ADJ istl-2566 2 17 substances substance NOUN istl-2566 2 18 from from ADP istl-2566 2 19 the the DET istl-2566 2 20 university university PROPN istl-2566 2 21 of of ADP istl-2566 2 22 alabama alabama PROPN istl-2566 2 23 theses theses PROPN istl-2566 2 24 to to PART istl-2566 2 25 enhance enhance VERB istl-2566 2 26 discovery discovery NOUN istl-2566 2 27 . . PUNCT istl-2566 3 1 in in ADP istl-2566 3 2 total total PROPN istl-2566 3 3 , , PUNCT istl-2566 3 4 73 73 NUM istl-2566 3 5 theses thesis NOUN istl-2566 3 6 were be AUX istl-2566 3 7 selected select VERB istl-2566 3 8 for for ADP istl-2566 3 9 the the DET istl-2566 3 10 project project NOUN istl-2566 3 11 , , PUNCT istl-2566 3 12 resulting result VERB istl-2566 3 13 in in ADP istl-2566 3 14 about about ADV istl-2566 3 15 3,000 3,000 NUM istl-2566 3 16 substances substance NOUN istl-2566 3 17 registered register VERB istl-2566 3 18 using use VERB istl-2566 3 19 the the DET istl-2566 3 20 iupac iupac PROPN istl-2566 3 21 international international PROPN istl-2566 3 22 chemical chemical PROPN istl-2566 3 23 identifier identifier NOUN istl-2566 3 24 and and CCONJ istl-2566 3 25 deposited deposit VERB istl-2566 3 26 in in ADP istl-2566 3 27 pubchem pubchem NOUN istl-2566 3 28 as as ADP istl-2566 3 29 either either DET istl-2566 3 30 structure structure NOUN istl-2566 3 31 - - PUNCT istl-2566 3 32 data data NOUN istl-2566 3 33 files file NOUN istl-2566 3 34 or or CCONJ istl-2566 3 35 simplified simplify VERB istl-2566 3 36 molecular molecular ADJ istl-2566 3 37 - - PUNCT istl-2566 3 38 input input NOUN istl-2566 3 39 line line NOUN istl-2566 3 40 - - PUNCT istl-2566 3 41 entry entry NOUN istl-2566 3 42 system system NOUN istl-2566 3 43 notations notation NOUN istl-2566 3 44 . . PUNCT istl-2566 4 1 in in ADP istl-2566 4 2 addition addition NOUN istl-2566 4 3 to to ADP istl-2566 4 4 substances substance NOUN istl-2566 4 5 being be AUX istl-2566 4 6 deposited deposit VERB istl-2566 4 7 in in ADP istl-2566 4 8 pubchem pubchem NOUN istl-2566 4 9 , , PUNCT istl-2566 4 10 an an DET istl-2566 4 11 archive archive NOUN istl-2566 4 12 copy copy NOUN istl-2566 4 13 was be AUX istl-2566 4 14 also also ADV istl-2566 4 15 deposited deposit VERB istl-2566 4 16 in in ADP istl-2566 4 17 the the DET istl-2566 4 18 university university PROPN istl-2566 4 19 of of ADP istl-2566 4 20 alabama alabama PROPN istl-2566 4 21 institutional institutional ADJ istl-2566 4 22 repository repository NOUN istl-2566 4 23 . . PUNCT istl-2566 5 1 the the DET istl-2566 5 2 pubchem pubchem PROPN istl-2566 5 3 records record NOUN istl-2566 5 4 for for ADP istl-2566 5 5 the the DET istl-2566 5 6 substance substance NOUN istl-2566 5 7 depositions deposition NOUN istl-2566 5 8 include include VERB istl-2566 5 9 the the DET istl-2566 5 10 full full ADJ istl-2566 5 11 bibliographic bibliographic ADJ istl-2566 5 12 reference reference NOUN istl-2566 5 13 and and CCONJ istl-2566 5 14 link link NOUN istl-2566 5 15 to to ADP istl-2566 5 16 the the DET istl-2566 5 17 thesis thesis NOUN istl-2566 5 18 full full ADJ istl-2566 5 19 text text NOUN istl-2566 5 20 or or CCONJ istl-2566 5 21 thesis thesis NOUN istl-2566 5 22 metadata metadata PROPN istl-2566 5 23 when when SCONJ istl-2566 5 24 the the DET istl-2566 5 25 full full ADJ istl-2566 5 26 text text NOUN istl-2566 5 27 is be AUX istl-2566 5 28 not not PART istl-2566 5 29 yet yet ADV istl-2566 5 30 available available ADJ istl-2566 5 31 . . PUNCT istl-2566 6 1 excluding exclude VERB istl-2566 6 2 mixtures mixture NOUN istl-2566 6 3 , , PUNCT istl-2566 6 4 we we PRON istl-2566 6 5 found find VERB istl-2566 6 6 that that SCONJ istl-2566 6 7 40 40 NUM istl-2566 6 8 % % NOUN istl-2566 6 9 of of ADP istl-2566 6 10 the the DET istl-2566 6 11 shared share VERB istl-2566 6 12 substances substance NOUN istl-2566 6 13 were be AUX istl-2566 6 14 new new ADJ istl-2566 6 15 to to ADP istl-2566 6 16 pubchem pubchem NOUN istl-2566 6 17 at at ADP istl-2566 6 18 the the DET istl-2566 6 19 time time NOUN istl-2566 6 20 of of ADP istl-2566 6 21 deposition deposition NOUN istl-2566 6 22 . . PUNCT istl-2566 7 1 we we PRON istl-2566 7 2 conclude conclude VERB istl-2566 7 3 this this DET istl-2566 7 4 article article NOUN istl-2566 7 5 with with ADP istl-2566 7 6 a a DET istl-2566 7 7 detailed detailed ADJ istl-2566 7 8 discussion discussion NOUN istl-2566 7 9 about about ADP istl-2566 7 10 our our PRON istl-2566 7 11 experiences experience NOUN istl-2566 7 12 , , PUNCT istl-2566 7 13 challenges challenge NOUN istl-2566 7 14 , , PUNCT istl-2566 7 15 and and CCONJ istl-2566 7 16 recommendations recommendation NOUN istl-2566 7 17 for for ADP istl-2566 7 18 librarians librarian NOUN istl-2566 7 19 and and CCONJ istl-2566 7 20 curators curator NOUN istl-2566 7 21 engaged engage VERB istl-2566 7 22 in in ADP istl-2566 7 23 sharing share VERB istl-2566 7 24 chemical chemical NOUN istl-2566 7 25 substance substance NOUN istl-2566 7 26 data datum NOUN istl-2566 7 27 from from ADP istl-2566 7 28 theses thesis NOUN istl-2566 7 29 and and CCONJ istl-2566 7 30 similar similar ADJ istl-2566 7 31 documents document NOUN istl-2566 7 32 . . PUNCT istl-2566 8 1 introduction introduction NOUN istl-2566 8 2 and and CCONJ istl-2566 8 3 literature literature NOUN istl-2566 8 4 review review NOUN istl-2566 8 5 chemical chemical NOUN istl-2566 8 6 substances substance NOUN istl-2566 8 7 are be AUX istl-2566 8 8 core core NOUN istl-2566 8 9 to to ADP istl-2566 8 10 the the DET istl-2566 8 11 organization organization NOUN istl-2566 8 12 and and CCONJ istl-2566 8 13 retrieval retrieval NOUN istl-2566 8 14 of of ADP istl-2566 8 15 chemical chemical ADJ istl-2566 8 16 information information NOUN istl-2566 8 17 . . PUNCT istl-2566 9 1 modern modern ADJ istl-2566 9 2 chemical chemical NOUN istl-2566 9 3 databases database NOUN istl-2566 9 4 contain contain VERB istl-2566 9 5 millions million NOUN istl-2566 9 6 of of ADP istl-2566 9 7 substances substance NOUN istl-2566 9 8 and and CCONJ istl-2566 9 9 associated associate VERB istl-2566 9 10 data datum NOUN istl-2566 9 11 such such ADJ istl-2566 9 12 as as ADP istl-2566 9 13 literature literature NOUN istl-2566 9 14 references reference NOUN istl-2566 9 15 , , PUNCT istl-2566 9 16 names name NOUN istl-2566 9 17 , , PUNCT istl-2566 9 18 identifiers identifier NOUN istl-2566 9 19 , , PUNCT istl-2566 9 20 and and CCONJ istl-2566 9 21 property property NOUN istl-2566 9 22 data datum NOUN istl-2566 9 23 ( ( PUNCT istl-2566 9 24 krallinger krallinger NOUN istl-2566 9 25 et et PROPN istl-2566 9 26 al al PROPN istl-2566 9 27 . . PROPN istl-2566 9 28 2017 2017 NUM istl-2566 9 29 ) ) PUNCT istl-2566 9 30 . . PUNCT istl-2566 10 1 common common ADJ istl-2566 10 2 to to ADP istl-2566 10 3 all all DET istl-2566 10 4 chemical chemical NOUN istl-2566 10 5 databases database NOUN istl-2566 10 6 is be AUX istl-2566 10 7 the the DET istl-2566 10 8 necessary necessary ADJ istl-2566 10 9 step step NOUN istl-2566 10 10 of of ADP istl-2566 10 11 substance substance NOUN istl-2566 10 12 data datum NOUN istl-2566 10 13 entry entry NOUN istl-2566 10 14 as as ADP istl-2566 10 15 a a DET istl-2566 10 16 machine machine NOUN istl-2566 10 17 - - PUNCT istl-2566 10 18 readable readable ADJ istl-2566 10 19 format format NOUN istl-2566 10 20 such such ADJ istl-2566 10 21 as as ADP istl-2566 10 22 a a DET istl-2566 10 23 chemical chemical ADJ istl-2566 10 24 line line NOUN istl-2566 10 25 notation notation NOUN istl-2566 10 26 or or CCONJ istl-2566 10 27 connection connection NOUN istl-2566 10 28 table table NOUN istl-2566 10 29 ( ( PUNCT istl-2566 10 30 weininger weininger NOUN istl-2566 10 31 1988 1988 NUM istl-2566 10 32 ; ; PUNCT istl-2566 10 33 dalby dalby VERB istl-2566 10 34 et et PROPN istl-2566 10 35 al al PROPN istl-2566 10 36 . . PROPN istl-2566 10 37 1992 1992 NUM istl-2566 10 38 ; ; PUNCT istl-2566 10 39 heller heller NOUN istl-2566 10 40 et et PROPN istl-2566 10 41 al al PROPN istl-2566 10 42 . . PROPN istl-2566 10 43 2015 2015 NUM istl-2566 10 44 ) ) PUNCT istl-2566 10 45 . . PUNCT istl-2566 11 1 after after ADP istl-2566 11 2 substance substance NOUN istl-2566 11 3 data datum NOUN istl-2566 11 4 entry entry NOUN istl-2566 11 5 , , PUNCT istl-2566 11 6 substances substance NOUN istl-2566 11 7 are be AUX istl-2566 11 8 registered register VERB istl-2566 11 9 ( ( PUNCT istl-2566 11 10 warr warr PROPN istl-2566 11 11 2011 2011 NUM istl-2566 11 12 ) ) PUNCT istl-2566 11 13 . . PUNCT istl-2566 12 1 substance substance NOUN istl-2566 12 2 registration registration NOUN istl-2566 12 3 is be AUX istl-2566 12 4 an an DET istl-2566 12 5 algorithmic algorithmic ADJ istl-2566 12 6 process process NOUN istl-2566 12 7 that that PRON istl-2566 12 8 uniquely uniquely ADV istl-2566 12 9 identifies identify VERB istl-2566 12 10 substances substance NOUN istl-2566 12 11 so so SCONJ istl-2566 12 12 that that SCONJ istl-2566 12 13 duplicates duplicate NOUN istl-2566 12 14 are be AUX istl-2566 12 15 not not PART istl-2566 12 16 inadvertently inadvertently ADV istl-2566 12 17 entered enter VERB istl-2566 12 18 into into ADP istl-2566 12 19 the the DET istl-2566 12 20 database database NOUN istl-2566 12 21 ( ( PUNCT istl-2566 12 22 buntrock buntrock NOUN istl-2566 12 23 2001 2001 NUM istl-2566 12 24 ; ; PUNCT istl-2566 12 25 gobbi gobbi PROPN istl-2566 12 26 & & CCONJ istl-2566 12 27 lee lee PROPN istl-2566 12 28 2012 2012 NUM istl-2566 12 29 ; ; PUNCT istl-2566 12 30 martin martin PROPN istl-2566 12 31 et et PROPN istl-2566 12 32 al al PROPN istl-2566 12 33 . . PROPN istl-2566 12 34 2012 2012 NUM istl-2566 12 35 ) ) PUNCT istl-2566 12 36 . . PUNCT istl-2566 13 1 preventing prevent VERB istl-2566 13 2 duplicates duplicate NOUN istl-2566 13 3 ensures ensure VERB istl-2566 13 4 that that SCONJ istl-2566 13 5 associated associate VERB istl-2566 13 6 known know VERB istl-2566 13 7 data data NOUN istl-2566 13 8 , , PUNCT istl-2566 13 9 literature literature NOUN istl-2566 13 10 references reference NOUN istl-2566 13 11 , , PUNCT istl-2566 13 12 and and CCONJ istl-2566 13 13 identifiers identifier NOUN istl-2566 13 14 can can AUX istl-2566 13 15 all all ADV istl-2566 13 16 be be AUX istl-2566 13 17 linked link VERB istl-2566 13 18 to to ADP istl-2566 13 19 one one NUM istl-2566 13 20 substance substance NOUN istl-2566 13 21 record record NOUN istl-2566 13 22 . . PUNCT istl-2566 14 1 computerized computerized ADJ istl-2566 14 2 chemical chemical NOUN istl-2566 14 3 substance substance NOUN istl-2566 14 4 registration registration NOUN istl-2566 14 5 systems system NOUN istl-2566 14 6 have have AUX istl-2566 14 7 been be AUX istl-2566 14 8 developed develop VERB istl-2566 14 9 over over ADP istl-2566 14 10 the the DET istl-2566 14 11 past past ADJ istl-2566 14 12 half half ADJ istl-2566 14 13 century century NOUN istl-2566 14 14 and and CCONJ istl-2566 14 15 are be AUX istl-2566 14 16 well well ADV istl-2566 14 17 documented document VERB istl-2566 14 18 in in ADP istl-2566 14 19 the the DET istl-2566 14 20 literature literature NOUN istl-2566 14 21 . . PUNCT istl-2566 15 1 examples example NOUN istl-2566 15 2 of of ADP istl-2566 15 3 substance substance NOUN istl-2566 15 4 registration registration NOUN istl-2566 15 5 systems system NOUN istl-2566 15 6 include include VERB istl-2566 15 7 the the DET istl-2566 15 8 cas cas ADJ istl-2566 15 9 registry registry NOUN istl-2566 15 10 from from ADP istl-2566 15 11 chemical chemical ADJ istl-2566 15 12 abstracts abstract NOUN istl-2566 15 13 service service NOUN istl-2566 15 14 ( ( PUNCT istl-2566 15 15 dittmar dittmar PROPN istl-2566 15 16 et et PROPN istl-2566 15 17 al al PROPN istl-2566 15 18 . . PROPN istl-2566 15 19 1976 1976 NUM istl-2566 15 20 ) ) PUNCT istl-2566 15 21 , , PUNCT istl-2566 15 22 the the DET istl-2566 15 23 beilstein beilstein ADJ istl-2566 15 24 registry registry NOUN istl-2566 15 25 file file NOUN istl-2566 15 26 ( ( PUNCT istl-2566 15 27 domokos domokos PROPN istl-2566 15 28 1991 1991 NUM istl-2566 15 29 ) ) PUNCT istl-2566 15 30 , , PUNCT istl-2566 15 31 gmelin gmelin NOUN istl-2566 15 32 factual factual ADJ istl-2566 15 33 database database NOUN istl-2566 15 34 ( ( PUNCT istl-2566 15 35 roth roth PROPN istl-2566 15 36 et et PROPN istl-2566 15 37 al al PROPN istl-2566 15 38 . . PROPN istl-2566 15 39 1992 1992 NUM istl-2566 15 40 ; ; PUNCT istl-2566 15 41 lawson lawson PROPN istl-2566 15 42 et et PROPN istl-2566 15 43 al al PROPN istl-2566 15 44 . . PROPN istl-2566 15 45 2014 2014 NUM istl-2566 15 46 ) ) PUNCT istl-2566 15 47 , , PUNCT istl-2566 15 48 the the DET istl-2566 15 49 pubchem pubchem PROPN istl-2566 15 50 compound compound NOUN istl-2566 15 51 standardization standardization NOUN istl-2566 15 52 system system NOUN istl-2566 15 53 ( ( PUNCT istl-2566 15 54 kim kim PROPN istl-2566 15 55 et et PROPN istl-2566 15 56 al al PROPN istl-2566 15 57 . . PUNCT istl-2566 15 58 2016a 2016a NUM istl-2566 15 59 ; ; PUNCT istl-2566 15 60 hähnke hähnke PROPN istl-2566 15 61 et et NOUN istl-2566 15 62 al al PROPN istl-2566 15 63 . . PROPN istl-2566 15 64 2018 2018 NUM istl-2566 15 65 ) ) PUNCT istl-2566 15 66 and and CCONJ istl-2566 15 67 systems system NOUN istl-2566 15 68 based base VERB istl-2566 15 69 on on ADP istl-2566 15 70 the the DET istl-2566 15 71 iupac iupac PROPN istl-2566 15 72 international international PROPN istl-2566 15 73 chemical chemical PROPN istl-2566 15 74 identifier identifier NOUN istl-2566 15 75 ( ( PUNCT istl-2566 15 76 inchi inchi PROPN istl-2566 15 77 ) ) PUNCT istl-2566 15 78 such such ADJ istl-2566 15 79 as as ADP istl-2566 15 80 unichem unichem PRON istl-2566 15 81 and and CCONJ istl-2566 15 82 chemspider chemspider NOUN istl-2566 15 83 ( ( PUNCT istl-2566 15 84 chambers chamber NOUN istl-2566 15 85 et et PROPN istl-2566 15 86 al al PROPN istl-2566 15 87 . . PROPN istl-2566 15 88 2013 2013 NUM istl-2566 15 89 ; ; PUNCT istl-2566 15 90 heller heller NOUN istl-2566 15 91 et et PROPN istl-2566 15 92 al al PROPN istl-2566 15 93 . . PROPN istl-2566 15 94 2015 2015 NUM istl-2566 15 95 ; ; PUNCT istl-2566 15 96 richardson richardson PROPN istl-2566 15 97 2018 2018 NUM istl-2566 15 98 ) ) PUNCT istl-2566 15 99 . . PUNCT istl-2566 16 1 major major ADJ istl-2566 16 2 efforts effort NOUN istl-2566 16 3 to to PART istl-2566 16 4 extract extract VERB istl-2566 16 5 and and CCONJ istl-2566 16 6 register register VERB istl-2566 16 7 substances substance NOUN istl-2566 16 8 into into ADP istl-2566 16 9 secondary secondary ADJ istl-2566 16 10 chemical chemical NOUN istl-2566 16 11 literature literature NOUN istl-2566 16 12 databases database VERB istl-2566 16 13 over over ADP istl-2566 16 14 the the DET istl-2566 16 15 past past ADJ istl-2566 16 16 half half ADJ istl-2566 16 17 century century NOUN istl-2566 16 18 have have AUX istl-2566 16 19 mainly mainly ADV istl-2566 16 20 focused focus VERB istl-2566 16 21 on on ADP istl-2566 16 22 substances substance NOUN istl-2566 16 23 from from ADP istl-2566 16 24 journals journal NOUN istl-2566 16 25 , , PUNCT istl-2566 16 26 technical technical ADJ istl-2566 16 27 reports report NOUN istl-2566 16 28 , , PUNCT istl-2566 16 29 and and CCONJ istl-2566 16 30 patents patent NOUN istl-2566 16 31 . . PUNCT istl-2566 17 1 to to ADP istl-2566 17 2 our our PRON istl-2566 17 3 knowledge knowledge NOUN istl-2566 17 4 , , PUNCT istl-2566 17 5 reaxys reaxys NOUN istl-2566 17 6 ( ( PUNCT istl-2566 17 7 elsevier elsevi ADJ istl-2566 17 8 2021 2021 NUM istl-2566 17 9 ) ) PUNCT istl-2566 17 10 and and CCONJ istl-2566 17 11 pubchem pubchem PROPN istl-2566 17 12 ( ( PUNCT istl-2566 17 13 kim kim PROPN istl-2566 17 14 et et PROPN istl-2566 17 15 al al PROPN istl-2566 17 16 . . PROPN istl-2566 17 17 2016b 2016b NUM istl-2566 17 18 ) ) PUNCT istl-2566 17 19 do do AUX istl-2566 17 20 not not PART istl-2566 17 21 contain contain VERB istl-2566 17 22 thesis thesis NOUN istl-2566 17 23 bibliographic bibliographic ADJ istl-2566 17 24 data datum NOUN istl-2566 17 25 nor nor CCONJ istl-2566 17 26 substance substance NOUN istl-2566 17 27 data datum NOUN istl-2566 17 28 that that PRON istl-2566 17 29 is be AUX istl-2566 17 30 extracted extract VERB istl-2566 17 31 and and CCONJ istl-2566 17 32 shared share VERB istl-2566 17 33 systematically systematically ADV istl-2566 17 34 from from ADP istl-2566 17 35 university university NOUN istl-2566 17 36 theses thesis NOUN istl-2566 17 37 . . PUNCT istl-2566 18 1 both both DET istl-2566 18 2 scifinder scifinder NOUN istl-2566 18 3 ( ( PUNCT istl-2566 18 4 gabrielson gabrielson NOUN istl-2566 18 5 2018 2018 NUM istl-2566 18 6 ) ) PUNCT istl-2566 18 7 and and CCONJ istl-2566 18 8 chemspider chemspider NOUN istl-2566 18 9 ( ( PUNCT istl-2566 18 10 pence pence PROPN istl-2566 18 11 & & CCONJ istl-2566 18 12 williams williams PROPN istl-2566 18 13 2010 2010 NUM istl-2566 18 14 ) ) PUNCT istl-2566 18 15 contain contain VERB istl-2566 18 16 data datum NOUN istl-2566 18 17 from from ADP istl-2566 18 18 the the DET istl-2566 18 19 selected select VERB istl-2566 18 20 organic organic ADJ istl-2566 18 21 reactions reaction NOUN istl-2566 18 22 database database NOUN istl-2566 18 23 ( ( PUNCT istl-2566 18 24 sord sord NOUN istl-2566 18 25 ) ) PUNCT istl-2566 18 26 ( ( PUNCT istl-2566 18 27 garritano garritano NOUN istl-2566 18 28 2013 2013 NUM istl-2566 18 29 ; ; PUNCT istl-2566 18 30 royal royal ADJ istl-2566 18 31 society society NOUN istl-2566 18 32 of of ADP istl-2566 18 33 chemistry chemistry NOUN istl-2566 18 34 2020 2020 NUM istl-2566 18 35 ) ) PUNCT istl-2566 18 36 . . PUNCT istl-2566 19 1 the the DET istl-2566 19 2 sord sord NOUN istl-2566 19 3 database database NOUN istl-2566 19 4 efforts effort NOUN istl-2566 19 5 in in ADP istl-2566 19 6 the the DET istl-2566 19 7 early early ADJ istl-2566 19 8 2000s 2000 NOUN istl-2566 19 9 partnered partner VERB istl-2566 19 10 with with ADP istl-2566 19 11 academic academic ADJ istl-2566 19 12 institutions institution NOUN istl-2566 19 13 to to PART istl-2566 19 14 gain gain VERB istl-2566 19 15 access access NOUN istl-2566 19 16 to to ADP istl-2566 19 17 thesis thesis NOUN istl-2566 19 18 collections collection NOUN istl-2566 19 19 and and CCONJ istl-2566 19 20 index index NOUN istl-2566 19 21 reaction reaction NOUN istl-2566 19 22 and and CCONJ istl-2566 19 23 substance substance NOUN istl-2566 19 24 data datum NOUN istl-2566 19 25 ( ( PUNCT istl-2566 19 26 wife wife NOUN istl-2566 19 27 2010 2010 NUM istl-2566 19 28 ) ) PUNCT istl-2566 19 29 . . PUNCT istl-2566 20 1 the the DET istl-2566 20 2 latest late ADJ istl-2566 20 3 information information NOUN istl-2566 20 4 we we PRON istl-2566 20 5 could could AUX istl-2566 20 6 find find VERB istl-2566 20 7 about about ADP istl-2566 20 8 sord sord PROPN istl-2566 20 9 data data PROPN istl-2566 20 10 content content NOUN istl-2566 20 11 suggests suggest VERB istl-2566 20 12 that that SCONJ istl-2566 20 13 substance substance NOUN istl-2566 20 14 and and CCONJ istl-2566 20 15 reaction reaction NOUN istl-2566 20 16 data datum NOUN istl-2566 20 17 were be AUX istl-2566 20 18 extracted extract VERB istl-2566 20 19 from from ADP istl-2566 20 20 1,300 1,300 NUM istl-2566 20 21 theses thesis NOUN istl-2566 20 22 in in ADP istl-2566 20 23 total total NOUN istl-2566 20 24 , , PUNCT istl-2566 20 25 mostly mostly ADV istl-2566 20 26 from from ADP istl-2566 20 27 europe europe PROPN istl-2566 20 28 ( ( PUNCT istl-2566 20 29 wife wife NOUN istl-2566 20 30 2010 2010 NUM istl-2566 20 31 ) ) PUNCT istl-2566 20 32 . . PUNCT istl-2566 21 1 within within ADP istl-2566 21 2 scifinder scifinder PROPN istl-2566 21 3 , , PUNCT istl-2566 21 4 there there PRON istl-2566 21 5 is be VERB istl-2566 21 6 sord sord NOUN istl-2566 21 7 reaction reaction PROPN istl-2566 21 8 data datum NOUN istl-2566 21 9 from from ADP istl-2566 21 10 about about ADV istl-2566 21 11 900 900 NUM istl-2566 21 12 theses thesis NOUN istl-2566 21 13 ( ( PUNCT istl-2566 21 14 garritano garritano NOUN istl-2566 21 15 2013 2013 NUM istl-2566 21 16 ) ) PUNCT istl-2566 21 17 . . PUNCT istl-2566 22 1 and and CCONJ istl-2566 22 2 within within ADP istl-2566 22 3 chemspider chemspider NOUN istl-2566 22 4 , , PUNCT istl-2566 22 5 a a DET istl-2566 22 6 data data NOUN istl-2566 22 7 source source NOUN istl-2566 22 8 search search NOUN istl-2566 22 9 for for ADP istl-2566 22 10 sord sord NOUN istl-2566 22 11 reveals reveal VERB istl-2566 22 12 57,000 57,000 NUM istl-2566 22 13 substances substance NOUN istl-2566 22 14 ( ( PUNCT istl-2566 22 15 royal royal ADJ istl-2566 22 16 society society NOUN istl-2566 22 17 of of ADP istl-2566 22 18 chemistry chemistry NOUN istl-2566 22 19 2020 2020 NUM istl-2566 22 20 ) ) PUNCT istl-2566 22 21 . . PUNCT istl-2566 23 1 the the DET istl-2566 23 2 sord sord PROPN istl-2566 23 3 thesis thesis NOUN istl-2566 23 4 substance substance NOUN istl-2566 23 5 data datum NOUN istl-2566 23 6 extraction extraction NOUN istl-2566 23 7 efforts effort NOUN istl-2566 23 8 appear appear VERB istl-2566 23 9 to to PART istl-2566 23 10 no no ADV istl-2566 23 11 longer long ADV istl-2566 23 12 be be AUX istl-2566 23 13 active active ADJ istl-2566 23 14 , , PUNCT istl-2566 23 15 as as SCONJ istl-2566 23 16 we we PRON istl-2566 23 17 were be AUX istl-2566 23 18 unable unable ADJ istl-2566 23 19 to to PART istl-2566 23 20 locate locate VERB istl-2566 23 21 a a DET istl-2566 23 22 live live ADJ istl-2566 23 23 website website NOUN istl-2566 23 24 or or CCONJ istl-2566 23 25 other other ADJ istl-2566 23 26 current current ADJ istl-2566 23 27 information information NOUN istl-2566 23 28 about about ADP istl-2566 23 29 sord sord NOUN istl-2566 23 30 . . PUNCT istl-2566 24 1 from from ADP istl-2566 24 2 the the DET istl-2566 24 3 sord sord NOUN istl-2566 24 4 efforts effort NOUN istl-2566 24 5 , , PUNCT istl-2566 24 6 it it PRON istl-2566 24 7 was be AUX istl-2566 24 8 estimated estimate VERB istl-2566 24 9 that that SCONJ istl-2566 24 10 80 80 NUM istl-2566 24 11 % % NOUN istl-2566 24 12 of of ADP istl-2566 24 13 content content NOUN istl-2566 24 14 in in ADP istl-2566 24 15 university university NOUN istl-2566 24 16 chemistry chemistry NOUN istl-2566 24 17 theses theses PROPN istl-2566 24 18 is be AUX istl-2566 24 19 never never ADV istl-2566 24 20 published publish VERB istl-2566 24 21 and and CCONJ istl-2566 24 22 was be AUX istl-2566 24 23 termed term VERB istl-2566 24 24 “ " PUNCT istl-2566 24 25 lost lose VERB istl-2566 24 26 chemistry chemistry NOUN istl-2566 24 27 ” " PUNCT istl-2566 24 28 ( ( PUNCT istl-2566 24 29 de de X istl-2566 24 30 laet laet ADJ istl-2566 24 31 et et PROPN istl-2566 24 32 al al PROPN istl-2566 24 33 . . PROPN istl-2566 24 34 2000 2000 NUM istl-2566 24 35 ; ; PUNCT istl-2566 24 36 wife wife NOUN istl-2566 24 37 2010 2010 NUM istl-2566 24 38 ) ) PUNCT istl-2566 24 39 . . PUNCT istl-2566 25 1 in in ADP istl-2566 25 2 addition addition NOUN istl-2566 25 3 to to ADP istl-2566 25 4 sord sord PROPN istl-2566 25 5 content content PROPN istl-2566 25 6 in in ADP istl-2566 25 7 cas cas PROPN istl-2566 25 8 databases database NOUN istl-2566 25 9 , , PUNCT istl-2566 25 10 cas cas PROPN istl-2566 25 11 indexes index NOUN istl-2566 25 12 thesis thesis NOUN istl-2566 25 13 references reference NOUN istl-2566 25 14 ( ( PUNCT istl-2566 25 15 caplus caplus NOUN istl-2566 25 16 ) ) PUNCT istl-2566 25 17 and and CCONJ istl-2566 25 18 registers register VERB istl-2566 25 19 substances substance NOUN istl-2566 25 20 from from ADP istl-2566 25 21 theses thesis NOUN istl-2566 25 22 into into ADP istl-2566 25 23 the the DET istl-2566 25 24 cas cas ADJ istl-2566 25 25 registry registry NOUN istl-2566 25 26 ( ( PUNCT istl-2566 25 27 garritano garritano NOUN istl-2566 25 28 2013 2013 NUM istl-2566 25 29 ) ) PUNCT istl-2566 25 30 . . PUNCT istl-2566 26 1 as as ADP istl-2566 26 2 of of ADP istl-2566 26 3 july july PROPN istl-2566 26 4 2020 2020 NUM istl-2566 26 5 , , PUNCT istl-2566 26 6 cas cas PROPN istl-2566 26 7 has have VERB istl-2566 26 8 about about ADV istl-2566 26 9 670,000 670,000 NUM istl-2566 26 10 thesis thesis NOUN istl-2566 26 11 and and CCONJ istl-2566 26 12 dissertation dissertation NOUN istl-2566 26 13 records record NOUN istl-2566 26 14 with with ADP istl-2566 26 15 substance substance NOUN istl-2566 26 16 and and CCONJ istl-2566 26 17 concept concept NOUN istl-2566 26 18 indexing indexing NOUN istl-2566 26 19 in in ADP istl-2566 26 20 caplus caplus NOUN istl-2566 26 21 ( ( PUNCT istl-2566 26 22 chemical chemical NOUN istl-2566 26 23 abstracts abstract NOUN istl-2566 26 24 service service NOUN istl-2566 26 25 , , PUNCT istl-2566 26 26 personal personal ADJ istl-2566 26 27 communication communication NOUN istl-2566 26 28 , , PUNCT istl-2566 26 29 july july PROPN istl-2566 26 30 13 13 NUM istl-2566 26 31 , , PUNCT istl-2566 26 32 2020 2020 NUM istl-2566 26 33 ) ) PUNCT istl-2566 26 34 . . PUNCT istl-2566 27 1 in in ADP istl-2566 27 2 our our PRON istl-2566 27 3 experience experience NOUN istl-2566 27 4 with with ADP istl-2566 27 5 the the DET istl-2566 27 6 chemistry chemistry NOUN istl-2566 27 7 theses thesis NOUN istl-2566 27 8 at at ADP istl-2566 27 9 the the DET istl-2566 27 10 university university PROPN istl-2566 27 11 of of ADP istl-2566 27 12 alabama alabama PROPN istl-2566 27 13 ( ( PUNCT istl-2566 27 14 ua ua PROPN istl-2566 27 15 ) ) PUNCT istl-2566 27 16 , , PUNCT istl-2566 27 17 the the DET istl-2566 27 18 cas cas PROPN istl-2566 27 19 registry registry NOUN istl-2566 27 20 typically typically ADV istl-2566 27 21 contains contain VERB istl-2566 27 22 two two NUM istl-2566 27 23 or or CCONJ istl-2566 27 24 less less ADV istl-2566 27 25 registered register VERB istl-2566 27 26 substances substance NOUN istl-2566 27 27 for for ADP istl-2566 27 28 each each DET istl-2566 27 29 ua ua NOUN istl-2566 27 30 chemistry chemistry NOUN istl-2566 27 31 thesis thesis NOUN istl-2566 27 32 . . PUNCT istl-2566 28 1 as as SCONJ istl-2566 28 2 chemistry chemistry NOUN istl-2566 28 3 theses these VERB istl-2566 28 4 with with ADP istl-2566 28 5 a a DET istl-2566 28 6 synthetic synthetic ADJ istl-2566 28 7 focus focus NOUN istl-2566 28 8 typically typically ADV istl-2566 28 9 contain contain VERB istl-2566 28 10 many many ADV istl-2566 28 11 more more ADJ istl-2566 28 12 than than ADP istl-2566 28 13 a a DET istl-2566 28 14 handful handful NOUN istl-2566 28 15 of of ADP istl-2566 28 16 synthesized synthesize VERB istl-2566 28 17 substances substance NOUN istl-2566 28 18 , , PUNCT istl-2566 28 19 there there PRON istl-2566 28 20 is be VERB istl-2566 28 21 an an DET istl-2566 28 22 opportunity opportunity NOUN istl-2566 28 23 to to PART istl-2566 28 24 increase increase VERB istl-2566 28 25 thesis thesis NOUN istl-2566 28 26 substance substance NOUN istl-2566 28 27 registration registration NOUN istl-2566 28 28 , , PUNCT istl-2566 28 29 sharing sharing NOUN istl-2566 28 30 , , PUNCT istl-2566 28 31 and and CCONJ istl-2566 28 32 ultimately ultimately ADV istl-2566 28 33 information information NOUN istl-2566 28 34 discovery discovery NOUN istl-2566 28 35 . . PUNCT istl-2566 29 1 there there PRON istl-2566 29 2 are be VERB istl-2566 29 3 few few ADJ istl-2566 29 4 reports report NOUN istl-2566 29 5 in in ADP istl-2566 29 6 the the DET istl-2566 29 7 literature literature NOUN istl-2566 29 8 focused focus VERB istl-2566 29 9 specifically specifically ADV istl-2566 29 10 on on ADP istl-2566 29 11 extracting extract VERB istl-2566 29 12 substance substance NOUN istl-2566 29 13 and and CCONJ istl-2566 29 14 related related ADJ istl-2566 29 15 data datum NOUN istl-2566 29 16 from from ADP istl-2566 29 17 university university NOUN istl-2566 29 18 chemistry chemistry NOUN istl-2566 29 19 theses thesis NOUN istl-2566 29 20 . . PUNCT istl-2566 30 1 in in ADP istl-2566 30 2 fact fact NOUN istl-2566 30 3 , , PUNCT istl-2566 30 4 we we PRON istl-2566 30 5 are be AUX istl-2566 30 6 only only ADV istl-2566 30 7 aware aware ADJ istl-2566 30 8 of of ADP istl-2566 30 9 two two NUM istl-2566 30 10 such such ADJ istl-2566 30 11 reports report NOUN istl-2566 30 12 , , PUNCT istl-2566 30 13 one one NUM istl-2566 30 14 from from ADP istl-2566 30 15 downing down VERB istl-2566 30 16 et et PROPN istl-2566 30 17 al al PROPN istl-2566 30 18 . . PUNCT istl-2566 31 1 ( ( PUNCT istl-2566 31 2 2010 2010 NUM istl-2566 31 3 ) ) PUNCT istl-2566 31 4 and and CCONJ istl-2566 31 5 one one NUM istl-2566 31 6 from from ADP istl-2566 31 7 andrews andrew NOUN istl-2566 32 1 et et PROPN istl-2566 33 1 al al PROPN istl-2566 33 2 . . PUNCT istl-2566 33 3 ( ( PUNCT istl-2566 33 4 2016 2016 NUM istl-2566 33 5 ) ) PUNCT istl-2566 33 6 . . PUNCT istl-2566 34 1 downing down VERB istl-2566 34 2 et et PROPN istl-2566 34 3 al al PROPN istl-2566 34 4 . . PROPN istl-2566 35 1 developed develop VERB istl-2566 35 2 automated automate VERB istl-2566 35 3 text text NOUN istl-2566 35 4 mining mining NOUN istl-2566 35 5 tools tool NOUN istl-2566 35 6 to to PART istl-2566 35 7 extract extract VERB istl-2566 35 8 chemical chemical ADJ istl-2566 35 9 information information NOUN istl-2566 35 10 such such ADJ istl-2566 35 11 as as ADP istl-2566 35 12 names name NOUN istl-2566 35 13 , , PUNCT istl-2566 35 14 experimental experimental ADJ istl-2566 35 15 procedures procedure NOUN istl-2566 35 16 , , PUNCT istl-2566 35 17 and and CCONJ istl-2566 35 18 characterization characterization NOUN istl-2566 35 19 data datum NOUN istl-2566 35 20 directly directly ADV istl-2566 35 21 from from ADP istl-2566 35 22 pdf pdf NOUN istl-2566 35 23 / / SYM istl-2566 35 24 docx docx VERB istl-2566 35 25 electronic electronic ADJ istl-2566 35 26 theses thesis NOUN istl-2566 35 27 . . PUNCT istl-2566 36 1 about about ADV istl-2566 36 2 40 40 NUM istl-2566 36 3 theses thesis NOUN istl-2566 36 4 were be AUX istl-2566 36 5 used use VERB istl-2566 36 6 as as ADP istl-2566 36 7 a a DET istl-2566 36 8 proof proof NOUN istl-2566 36 9 of of ADP istl-2566 36 10 concept concept NOUN istl-2566 36 11 and and CCONJ istl-2566 36 12 the the DET istl-2566 36 13 extracted extract VERB istl-2566 36 14 data datum NOUN istl-2566 36 15 was be AUX istl-2566 36 16 arranged arrange VERB istl-2566 36 17 in in ADP istl-2566 36 18 markup markup PROPN istl-2566 36 19 language language NOUN istl-2566 36 20 format format NOUN istl-2566 36 21 to to PART istl-2566 36 22 allow allow VERB istl-2566 36 23 for for ADP istl-2566 36 24 data datum NOUN istl-2566 36 25 repository repository NOUN istl-2566 36 26 storage storage NOUN istl-2566 36 27 and and CCONJ istl-2566 36 28 semantic semantic ADJ istl-2566 36 29 searching searching NOUN istl-2566 36 30 . . PUNCT istl-2566 37 1 there there PRON istl-2566 37 2 were be VERB istl-2566 37 3 many many ADJ istl-2566 37 4 challenges challenge NOUN istl-2566 37 5 with with ADP istl-2566 37 6 data datum NOUN istl-2566 37 7 cleanup cleanup NOUN istl-2566 37 8 and and CCONJ istl-2566 37 9 false false ADJ istl-2566 37 10 hits hit NOUN istl-2566 37 11 , , PUNCT istl-2566 37 12 but but CCONJ istl-2566 37 13 overall overall ADV istl-2566 37 14 , , PUNCT istl-2566 37 15 their their PRON istl-2566 37 16 approach approach NOUN istl-2566 37 17 validated validate VERB istl-2566 37 18 the the DET istl-2566 37 19 use use NOUN istl-2566 37 20 of of ADP istl-2566 37 21 machine machine NOUN istl-2566 37 22 extraction extraction NOUN istl-2566 37 23 of of ADP istl-2566 37 24 chemical chemical ADJ istl-2566 37 25 data datum NOUN istl-2566 37 26 from from ADP istl-2566 37 27 theses thesis NOUN istl-2566 37 28 with with ADP istl-2566 37 29 acceptable acceptable ADJ istl-2566 37 30 precision precision NOUN istl-2566 37 31 in in ADP istl-2566 37 32 some some DET istl-2566 37 33 cases case NOUN istl-2566 37 34 ( ( PUNCT istl-2566 37 35 downing down VERB istl-2566 37 36 et et PROPN istl-2566 37 37 al al PROPN istl-2566 37 38 . . PROPN istl-2566 37 39 2010 2010 NUM istl-2566 37 40 ) ) PUNCT istl-2566 37 41 . . PUNCT istl-2566 38 1 it it PRON istl-2566 38 2 is be AUX istl-2566 38 3 worth worth ADJ istl-2566 38 4 noting note VERB istl-2566 38 5 that that SCONJ istl-2566 38 6 there there PRON istl-2566 38 7 is be VERB istl-2566 38 8 a a DET istl-2566 38 9 large large ADJ istl-2566 38 10 amount amount NOUN istl-2566 38 11 of of ADP istl-2566 38 12 related related ADJ istl-2566 38 13 ongoing ongoing ADJ istl-2566 38 14 research research NOUN istl-2566 38 15 and and CCONJ istl-2566 38 16 available available ADJ istl-2566 38 17 tools tool NOUN istl-2566 38 18 in in ADP istl-2566 38 19 cheminformatics cheminformatic NOUN istl-2566 38 20 focused focus VERB istl-2566 38 21 on on ADP istl-2566 38 22 automated automate VERB istl-2566 38 23 data datum NOUN istl-2566 38 24 extraction extraction NOUN istl-2566 38 25 from from ADP istl-2566 38 26 digital digital ADJ istl-2566 38 27 documents document NOUN istl-2566 38 28 , , PUNCT istl-2566 38 29 including include VERB istl-2566 38 30 methods method NOUN istl-2566 38 31 to to PART istl-2566 38 32 optically optically ADV istl-2566 38 33 recognize recognize VERB istl-2566 38 34 chemical chemical ADJ istl-2566 38 35 substance substance NOUN istl-2566 38 36 diagrams diagram NOUN istl-2566 38 37 and and CCONJ istl-2566 38 38 convert convert VERB istl-2566 38 39 them they PRON istl-2566 38 40 to to ADP istl-2566 38 41 machine machine NOUN istl-2566 38 42 - - PUNCT istl-2566 38 43 readable readable ADJ istl-2566 38 44 format format NOUN istl-2566 38 45 ( ( PUNCT istl-2566 38 46 filippov filippov PROPN istl-2566 38 47 & & CCONJ istl-2566 38 48 nicklaus nicklaus PROPN istl-2566 38 49 2009 2009 NUM istl-2566 38 50 ; ; PUNCT istl-2566 38 51 valko valko PROPN istl-2566 38 52 & & CCONJ istl-2566 38 53 johnson johnson PROPN istl-2566 38 54 2009 2009 NUM istl-2566 38 55 ; ; PUNCT istl-2566 38 56 swain swain PROPN istl-2566 38 57 & & CCONJ istl-2566 38 58 cole cole PROPN istl-2566 38 59 2016 2016 NUM istl-2566 38 60 ; ; PUNCT istl-2566 38 61 krallinger krallinger NOUN istl-2566 38 62 et et PROPN istl-2566 39 1 al al PROPN istl-2566 39 2 . . PROPN istl-2566 39 3 2017 2017 NUM istl-2566 39 4 ; ; PUNCT istl-2566 39 5 nguyen nguyen PROPN istl-2566 39 6 et et PROPN istl-2566 39 7 al al PROPN istl-2566 39 8 . . PROPN istl-2566 39 9 2019 2019 NUM istl-2566 39 10 ) ) PUNCT istl-2566 40 1 . . PUNCT istl-2566 41 1 however however ADV istl-2566 41 2 , , PUNCT istl-2566 41 3 the the DET istl-2566 41 4 downing downing ADJ istl-2566 41 5 et et NOUN istl-2566 42 1 al al PROPN istl-2566 42 2 . . PUNCT istl-2566 43 1 ( ( PUNCT istl-2566 43 2 2010 2010 NUM istl-2566 43 3 ) ) PUNCT istl-2566 43 4 article article NOUN istl-2566 43 5 is be AUX istl-2566 43 6 the the DET istl-2566 43 7 only only ADJ istl-2566 43 8 article article NOUN istl-2566 43 9 we we PRON istl-2566 43 10 are be AUX istl-2566 43 11 aware aware ADJ istl-2566 43 12 of of ADP istl-2566 43 13 that that PRON istl-2566 43 14 systematically systematically ADV istl-2566 43 15 evaluates evaluate VERB istl-2566 43 16 machine machine NOUN istl-2566 43 17 extraction extraction NOUN istl-2566 43 18 of of ADP istl-2566 43 19 chemistry chemistry NOUN istl-2566 43 20 thesis thesis NOUN istl-2566 43 21 data datum NOUN istl-2566 43 22 . . PUNCT istl-2566 44 1 we we PRON istl-2566 44 2 suspect suspect VERB istl-2566 44 3 many many ADJ istl-2566 44 4 of of ADP istl-2566 44 5 these these DET istl-2566 44 6 automated automate VERB istl-2566 44 7 text text NOUN istl-2566 44 8 and and CCONJ istl-2566 44 9 chemical chemical NOUN istl-2566 44 10 substance substance NOUN istl-2566 44 11 recognition recognition NOUN istl-2566 44 12 methods method NOUN istl-2566 44 13 could could AUX istl-2566 44 14 certainly certainly ADV istl-2566 44 15 be be AUX istl-2566 44 16 applied apply VERB istl-2566 44 17 to to ADP istl-2566 44 18 thesis thesis NOUN istl-2566 44 19 documents document NOUN istl-2566 44 20 , , PUNCT istl-2566 44 21 but but CCONJ istl-2566 44 22 the the DET istl-2566 44 23 focus focus NOUN istl-2566 44 24 has have AUX istl-2566 44 25 been be AUX istl-2566 44 26 on on ADP istl-2566 44 27 other other ADJ istl-2566 44 28 documents document NOUN istl-2566 44 29 like like ADP istl-2566 44 30 patents patent NOUN istl-2566 44 31 and and CCONJ istl-2566 44 32 journals journal NOUN istl-2566 44 33 . . PUNCT istl-2566 45 1 more more ADV istl-2566 45 2 recently recently ADV istl-2566 45 3 , , PUNCT istl-2566 45 4 andrews andrews PROPN istl-2566 45 5 et et PROPN istl-2566 45 6 al al PROPN istl-2566 45 7 . . PUNCT istl-2566 46 1 ( ( PUNCT istl-2566 46 2 2016 2016 NUM istl-2566 46 3 ) ) PUNCT istl-2566 46 4 reported report VERB istl-2566 46 5 on on ADP istl-2566 46 6 an an DET istl-2566 46 7 initiative initiative NOUN istl-2566 46 8 that that PRON istl-2566 46 9 extracted extract VERB istl-2566 46 10 substances substance NOUN istl-2566 46 11 from from ADP istl-2566 46 12 united united PROPN istl-2566 46 13 kingdom kingdom PROPN istl-2566 46 14 chemistry chemistry NOUN istl-2566 46 15 theses thesis NOUN istl-2566 46 16 and and CCONJ istl-2566 46 17 deposited deposit VERB istl-2566 46 18 the the DET istl-2566 46 19 substances substance NOUN istl-2566 46 20 publicly publicly ADV istl-2566 46 21 in in ADP istl-2566 46 22 chemspider chemspider NOUN istl-2566 46 23 . . PUNCT istl-2566 47 1 after after ADP istl-2566 47 2 an an DET istl-2566 47 3 initial initial ADJ istl-2566 47 4 evaluation evaluation NOUN istl-2566 47 5 of of ADP istl-2566 47 6 substance substance NOUN istl-2566 47 7 optical optical ADJ istl-2566 47 8 recognition recognition NOUN istl-2566 47 9 software software NOUN istl-2566 47 10 , , PUNCT istl-2566 47 11 andrews andrews PROPN istl-2566 47 12 et et PROPN istl-2566 47 13 al al PROPN istl-2566 47 14 . . PROPN istl-2566 47 15 selected select VERB istl-2566 47 16 a a DET istl-2566 47 17 manual manual ADJ istl-2566 47 18 extraction extraction NOUN istl-2566 47 19 workflow workflow NOUN istl-2566 47 20 largely largely ADV istl-2566 47 21 due due ADP istl-2566 47 22 to to ADP istl-2566 47 23 the the DET istl-2566 47 24 initial initial ADJ istl-2566 47 25 uncertainty uncertainty NOUN istl-2566 47 26 of of ADP istl-2566 47 27 potential potential ADJ istl-2566 47 28 copyright copyright NOUN istl-2566 47 29 restrictions restriction NOUN istl-2566 47 30 associated associate VERB istl-2566 47 31 with with ADP istl-2566 47 32 automated automate VERB istl-2566 47 33 extraction extraction NOUN istl-2566 47 34 and and CCONJ istl-2566 47 35 complexities complexity NOUN istl-2566 47 36 associated associate VERB istl-2566 47 37 with with ADP istl-2566 47 38 validating validate VERB istl-2566 47 39 the the DET istl-2566 47 40 accuracy accuracy NOUN istl-2566 47 41 of of ADP istl-2566 47 42 machine machine NOUN istl-2566 47 43 extracted extract VERB istl-2566 47 44 substances substance NOUN istl-2566 47 45 . . PUNCT istl-2566 48 1 in in ADP istl-2566 48 2 total total NOUN istl-2566 48 3 , , PUNCT istl-2566 48 4 about about ADV istl-2566 48 5 45,000 45,000 NUM istl-2566 48 6 substances substance NOUN istl-2566 48 7 from from ADP istl-2566 48 8 over over ADP istl-2566 48 9 700 700 NUM istl-2566 48 10 chemistry chemistry NOUN istl-2566 48 11 theses thesis NOUN istl-2566 48 12 were be AUX istl-2566 48 13 manually manually ADV istl-2566 48 14 extracted extract VERB istl-2566 48 15 , , PUNCT istl-2566 48 16 redrawn redrawn NOUN istl-2566 48 17 , , PUNCT istl-2566 48 18 encoded encode VERB istl-2566 48 19 in in ADP istl-2566 48 20 machine machine NOUN istl-2566 48 21 format format NOUN istl-2566 48 22 and and CCONJ istl-2566 48 23 deposited deposit VERB istl-2566 48 24 publicly publicly ADV istl-2566 48 25 in in ADP istl-2566 48 26 chemspider chemspider NOUN istl-2566 48 27 ( ( PUNCT istl-2566 48 28 andrews andrew NOUN istl-2566 48 29 et et PROPN istl-2566 48 30 al al PROPN istl-2566 48 31 . . PROPN istl-2566 48 32 2016 2016 NUM istl-2566 48 33 ) ) PUNCT istl-2566 48 34 . . PUNCT istl-2566 49 1 importantly importantly ADV istl-2566 49 2 , , PUNCT istl-2566 49 3 the the DET istl-2566 49 4 bibliographic bibliographic ADJ istl-2566 49 5 information information NOUN istl-2566 49 6 was be AUX istl-2566 49 7 submitted submit VERB istl-2566 49 8 along along ADP istl-2566 49 9 with with ADP istl-2566 49 10 the the DET istl-2566 49 11 substances substance NOUN istl-2566 49 12 , , PUNCT istl-2566 49 13 which which PRON istl-2566 49 14 greatly greatly ADV istl-2566 49 15 enhances enhance VERB istl-2566 49 16 the the DET istl-2566 49 17 discovery discovery NOUN istl-2566 49 18 of of ADP istl-2566 49 19 the the DET istl-2566 49 20 data datum NOUN istl-2566 49 21 as as ADV istl-2566 49 22 well well ADV istl-2566 49 23 as as ADP istl-2566 49 24 providing provide VERB istl-2566 49 25 a a DET istl-2566 49 26 provenance provenance NOUN istl-2566 49 27 record record NOUN istl-2566 49 28 for for ADP istl-2566 49 29 users user NOUN istl-2566 49 30 . . PUNCT istl-2566 50 1 about about ADV istl-2566 50 2 70 70 NUM istl-2566 50 3 % % NOUN istl-2566 50 4 of of ADP istl-2566 50 5 the the DET istl-2566 50 6 substances substance NOUN istl-2566 50 7 were be AUX istl-2566 50 8 new new ADJ istl-2566 50 9 to to PART istl-2566 50 10 chemspider chemspider VERB istl-2566 50 11 at at ADP istl-2566 50 12 the the DET istl-2566 50 13 time time NOUN istl-2566 50 14 of of ADP istl-2566 50 15 deposition deposition NOUN istl-2566 50 16 , , PUNCT istl-2566 50 17 which which PRON istl-2566 50 18 is be AUX istl-2566 50 19 close close ADJ istl-2566 50 20 to to ADP istl-2566 50 21 the the DET istl-2566 50 22 estimate estimate NOUN istl-2566 50 23 of of ADP istl-2566 50 24 80 80 NUM istl-2566 50 25 % % NOUN istl-2566 50 26 “ " PUNCT istl-2566 50 27 lost lose VERB istl-2566 50 28 chemistry chemistry NOUN istl-2566 50 29 ” " PUNCT istl-2566 50 30 from from ADP istl-2566 50 31 wife wife NOUN istl-2566 50 32 ( ( PUNCT istl-2566 50 33 2010 2010 NUM istl-2566 50 34 ) ) PUNCT istl-2566 50 35 and and CCONJ istl-2566 50 36 de de PROPN istl-2566 50 37 laet laet ADJ istl-2566 50 38 et et PROPN istl-2566 51 1 al al PROPN istl-2566 51 2 . . PUNCT istl-2566 51 3 ( ( PUNCT istl-2566 51 4 2000 2000 NUM istl-2566 51 5 ) ) PUNCT istl-2566 51 6 . . PUNCT istl-2566 52 1 interestingly interestingly ADV istl-2566 52 2 , , PUNCT istl-2566 52 3 chemistry chemistry NOUN istl-2566 52 4 theses thesis NOUN istl-2566 52 5 are be AUX istl-2566 52 6 rarely rarely ADV istl-2566 52 7 cited cite VERB istl-2566 52 8 in in ADP istl-2566 52 9 the the DET istl-2566 52 10 chemical chemical NOUN istl-2566 52 11 literature literature NOUN istl-2566 52 12 . . PUNCT istl-2566 53 1 for for ADP istl-2566 53 2 example example NOUN istl-2566 53 3 , , PUNCT istl-2566 53 4 an an DET istl-2566 53 5 analysis analysis NOUN istl-2566 53 6 of of ADP istl-2566 53 7 chemistry chemistry NOUN istl-2566 53 8 theses thesis NOUN istl-2566 53 9 at at ADP istl-2566 53 10 mississippi mississippi PROPN istl-2566 53 11 state state PROPN istl-2566 53 12 university university PROPN istl-2566 53 13 ( ( PUNCT istl-2566 53 14 zhang zhang PROPN istl-2566 53 15 2013 2013 NUM istl-2566 53 16 ) ) PUNCT istl-2566 53 17 and and CCONJ istl-2566 53 18 the the DET istl-2566 53 19 university university PROPN istl-2566 53 20 of of ADP istl-2566 53 21 texas texas PROPN istl-2566 53 22 at at ADP istl-2566 53 23 austin austin PROPN istl-2566 53 24 ( ( PUNCT istl-2566 53 25 flaxbart flaxbart PROPN istl-2566 53 26 2018 2018 NUM istl-2566 53 27 ) ) PUNCT istl-2566 53 28 found find VERB istl-2566 53 29 that that SCONJ istl-2566 53 30 citations citation NOUN istl-2566 53 31 to to ADP istl-2566 53 32 theses thesis NOUN istl-2566 53 33 amounted amount VERB istl-2566 53 34 to to ADP istl-2566 53 35 less less ADJ istl-2566 53 36 than than ADP istl-2566 53 37 one one NUM istl-2566 53 38 percent percent NOUN istl-2566 53 39 of of ADP istl-2566 53 40 the the DET istl-2566 53 41 total total ADJ istl-2566 53 42 citations citation NOUN istl-2566 53 43 . . PUNCT istl-2566 54 1 similar similar ADJ istl-2566 54 2 results result NOUN istl-2566 54 3 were be AUX istl-2566 54 4 reported report VERB istl-2566 54 5 in in ADP istl-2566 54 6 a a DET istl-2566 54 7 recent recent ADJ istl-2566 54 8 analysis analysis NOUN istl-2566 54 9 of of ADP istl-2566 54 10 citations citation NOUN istl-2566 54 11 in in ADP istl-2566 54 12 ten ten NUM istl-2566 54 13 different different ADJ istl-2566 54 14 american american ADJ istl-2566 54 15 chemical chemical PROPN istl-2566 54 16 society society PROPN istl-2566 54 17 journals journal NOUN istl-2566 54 18 where where SCONJ istl-2566 54 19 the the DET istl-2566 54 20 citations citation NOUN istl-2566 54 21 for for ADP istl-2566 54 22 “ " PUNCT istl-2566 54 23 other other ADJ istl-2566 54 24 ” " PUNCT istl-2566 54 25 information information NOUN istl-2566 54 26 types type NOUN istl-2566 54 27 , , PUNCT istl-2566 54 28 which which PRON istl-2566 54 29 includes include VERB istl-2566 54 30 theses thesis NOUN istl-2566 54 31 , , PUNCT istl-2566 54 32 were be AUX istl-2566 54 33 found find VERB istl-2566 54 34 to to PART istl-2566 54 35 be be AUX istl-2566 54 36 less less ADJ istl-2566 54 37 than than ADP istl-2566 54 38 5 5 NUM istl-2566 54 39 % % NOUN istl-2566 54 40 ( ( PUNCT istl-2566 54 41 rose rose NOUN istl-2566 54 42 - - PUNCT istl-2566 54 43 wiles wile NOUN istl-2566 54 44 & & CCONJ istl-2566 54 45 marzabadi marzabadi NOUN istl-2566 54 46 2018 2018 NUM istl-2566 54 47 ) ) PUNCT istl-2566 54 48 . . PUNCT istl-2566 55 1 the the DET istl-2566 55 2 lack lack NOUN istl-2566 55 3 of of ADP istl-2566 55 4 discoverability discoverability NOUN istl-2566 55 5 and and CCONJ istl-2566 55 6 access access NOUN istl-2566 55 7 to to ADP istl-2566 55 8 theses thesis NOUN istl-2566 55 9 , , PUNCT istl-2566 55 10 including include VERB istl-2566 55 11 any any DET istl-2566 55 12 substance substance NOUN istl-2566 55 13 content content NOUN istl-2566 55 14 , , PUNCT istl-2566 55 15 could could AUX istl-2566 55 16 be be AUX istl-2566 55 17 one one NUM istl-2566 55 18 factor factor NOUN istl-2566 55 19 contributing contribute VERB istl-2566 55 20 to to ADP istl-2566 55 21 low low ADJ istl-2566 55 22 chemistry chemistry NOUN istl-2566 55 23 thesis thesis NOUN istl-2566 55 24 citation citation NOUN istl-2566 55 25 counts count NOUN istl-2566 55 26 . . PUNCT istl-2566 56 1 we we PRON istl-2566 56 2 recognize recognize VERB istl-2566 56 3 this this PRON istl-2566 56 4 is be AUX istl-2566 56 5 a a DET istl-2566 56 6 minor minor ADJ istl-2566 56 7 factor factor NOUN istl-2566 56 8 as as ADP istl-2566 56 9 peer peer NOUN istl-2566 56 10 - - PUNCT istl-2566 56 11 reviewed review VERB istl-2566 56 12 articles article NOUN istl-2566 56 13 are be AUX istl-2566 56 14 the the DET istl-2566 56 15 main main ADJ istl-2566 56 16 information information NOUN istl-2566 56 17 resource resource NOUN istl-2566 56 18 used use VERB istl-2566 56 19 in in ADP istl-2566 56 20 chemistry chemistry NOUN istl-2566 56 21 ( ( PUNCT istl-2566 56 22 flaxbart flaxbart PROPN istl-2566 56 23 2018 2018 NUM istl-2566 56 24 ) ) PUNCT istl-2566 56 25 . . PUNCT istl-2566 57 1 regardless regardless ADV istl-2566 57 2 , , PUNCT istl-2566 57 3 it it PRON istl-2566 57 4 is be AUX istl-2566 57 5 evident evident ADJ istl-2566 57 6 that that SCONJ istl-2566 57 7 chemistry chemistry NOUN istl-2566 57 8 theses these VERB istl-2566 57 9 contain contain VERB istl-2566 57 10 useful useful ADJ istl-2566 57 11 data datum NOUN istl-2566 57 12 such such ADJ istl-2566 57 13 as as ADP istl-2566 57 14 substances substance NOUN istl-2566 57 15 that that PRON istl-2566 57 16 are be AUX istl-2566 57 17 currently currently ADV istl-2566 57 18 not not PART istl-2566 57 19 electronically electronically ADV istl-2566 57 20 discoverable discoverable ADJ istl-2566 57 21 in in ADP istl-2566 57 22 chemical chemical ADJ istl-2566 57 23 databases database NOUN istl-2566 57 24 and and CCONJ istl-2566 57 25 , , PUNCT istl-2566 57 26 therefore therefore ADV istl-2566 57 27 , , PUNCT istl-2566 57 28 offer offer VERB istl-2566 57 29 a a DET istl-2566 57 30 unique unique ADJ istl-2566 57 31 opportunity opportunity NOUN istl-2566 57 32 for for ADP istl-2566 57 33 research research NOUN istl-2566 57 34 libraries library NOUN istl-2566 57 35 seeking seek VERB istl-2566 57 36 to to PART istl-2566 57 37 improve improve VERB istl-2566 57 38 discoverability discoverability NOUN istl-2566 57 39 of of ADP istl-2566 57 40 chemical chemical ADJ istl-2566 57 41 research research NOUN istl-2566 57 42 at at ADP istl-2566 57 43 their their PRON istl-2566 57 44 institution institution NOUN istl-2566 57 45 . . PUNCT istl-2566 58 1 the the DET istl-2566 58 2 recent recent ADJ istl-2566 58 3 efforts effort NOUN istl-2566 58 4 by by ADP istl-2566 58 5 andrews andrew NOUN istl-2566 58 6 et et PROPN istl-2566 58 7 al al PROPN istl-2566 58 8 . . PUNCT istl-2566 58 9 ( ( PUNCT istl-2566 58 10 2016 2016 NUM istl-2566 58 11 ) ) PUNCT istl-2566 58 12 to to PART istl-2566 58 13 manually manually ADV istl-2566 58 14 extract extract VERB istl-2566 58 15 thesis thesis NOUN istl-2566 58 16 substances substance NOUN istl-2566 58 17 and and CCONJ istl-2566 58 18 deposit deposit VERB istl-2566 58 19 them they PRON istl-2566 58 20 openly openly ADV istl-2566 58 21 in in ADP istl-2566 58 22 chemspider chemspider NOUN istl-2566 58 23 was be AUX istl-2566 58 24 a a DET istl-2566 58 25 workflow workflow NOUN istl-2566 58 26 we we PRON istl-2566 58 27 envisioned envision VERB istl-2566 58 28 could could AUX istl-2566 58 29 be be AUX istl-2566 58 30 adapted adapt VERB istl-2566 58 31 for for ADP istl-2566 58 32 research research NOUN istl-2566 58 33 libraries library NOUN istl-2566 58 34 ; ; PUNCT istl-2566 58 35 that that PRON istl-2566 58 36 is be AUX istl-2566 58 37 , , PUNCT istl-2566 58 38 subject subject ADJ istl-2566 58 39 chemistry chemistry NOUN istl-2566 58 40 librarians librarian VERB istl-2566 58 41 along along ADP istl-2566 58 42 with with ADP istl-2566 58 43 data datum NOUN istl-2566 58 44 repository repository PROPN istl-2566 58 45 librarians librarians PROPN istl-2566 58 46 could could AUX istl-2566 58 47 extract extract VERB istl-2566 58 48 and and CCONJ istl-2566 58 49 register register VERB istl-2566 58 50 substances substance NOUN istl-2566 58 51 from from ADP istl-2566 58 52 their their PRON istl-2566 58 53 local local ADJ istl-2566 58 54 university university NOUN istl-2566 58 55 chemistry chemistry NOUN istl-2566 58 56 theses thesis NOUN istl-2566 58 57 and and CCONJ istl-2566 58 58 share share VERB istl-2566 58 59 them they PRON istl-2566 58 60 in in ADP istl-2566 58 61 public public ADJ istl-2566 58 62 disciplinary disciplinary ADJ istl-2566 58 63 repositories repository NOUN istl-2566 58 64 such such ADJ istl-2566 58 65 as as ADP istl-2566 58 66 chemspider chemspider NOUN istl-2566 58 67 or or CCONJ istl-2566 58 68 pubchem pubchem NOUN istl-2566 58 69 . . PUNCT istl-2566 59 1 such such ADJ istl-2566 59 2 efforts effort NOUN istl-2566 59 3 would would AUX istl-2566 59 4 greatly greatly ADV istl-2566 59 5 enhance enhance VERB istl-2566 59 6 the the DET istl-2566 59 7 discovery discovery NOUN istl-2566 59 8 and and CCONJ istl-2566 59 9 utility utility NOUN istl-2566 59 10 of of ADP istl-2566 59 11 the the DET istl-2566 59 12 theses thesis NOUN istl-2566 59 13 , , PUNCT istl-2566 59 14 as as SCONJ istl-2566 59 15 users user NOUN istl-2566 59 16 would would AUX istl-2566 59 17 have have VERB istl-2566 59 18 the the DET istl-2566 59 19 ability ability NOUN istl-2566 59 20 to to PART istl-2566 59 21 discover discover VERB istl-2566 59 22 not not PART istl-2566 59 23 only only ADV istl-2566 59 24 the the DET istl-2566 59 25 text text NOUN istl-2566 59 26 of of ADP istl-2566 59 27 the the DET istl-2566 59 28 thesis thesis NOUN istl-2566 59 29 , , PUNCT istl-2566 59 30 but but CCONJ istl-2566 59 31 the the DET istl-2566 59 32 actual actual ADJ istl-2566 59 33 substances substance NOUN istl-2566 59 34 via via ADP istl-2566 59 35 standard standard ADJ istl-2566 59 36 chemical chemical NOUN istl-2566 59 37 specific specific ADJ istl-2566 59 38 searches search NOUN istl-2566 59 39 such such ADJ istl-2566 59 40 as as ADP istl-2566 59 41 by by ADP istl-2566 59 42 molecular molecular ADJ istl-2566 59 43 structure structure NOUN istl-2566 59 44 , , PUNCT istl-2566 59 45 formula formula NOUN istl-2566 59 46 , , PUNCT istl-2566 59 47 or or CCONJ istl-2566 59 48 identifier identifi ADJ istl-2566 59 49 . . PUNCT istl-2566 60 1 as as SCONJ istl-2566 60 2 we we PRON istl-2566 60 3 began begin VERB istl-2566 60 4 our our PRON istl-2566 60 5 own own ADJ istl-2566 60 6 efforts effort NOUN istl-2566 60 7 to to PART istl-2566 60 8 extract extract VERB istl-2566 60 9 and and CCONJ istl-2566 60 10 register register VERB istl-2566 60 11 substances substance NOUN istl-2566 60 12 from from ADP istl-2566 60 13 ua ua PROPN istl-2566 60 14 theses thesis NOUN istl-2566 60 15 , , PUNCT istl-2566 60 16 we we PRON istl-2566 60 17 quickly quickly ADV istl-2566 60 18 realized realize VERB istl-2566 60 19 the the DET istl-2566 60 20 various various ADJ istl-2566 60 21 complexities complexity NOUN istl-2566 60 22 of of ADP istl-2566 60 23 registering register VERB istl-2566 60 24 substance substance NOUN istl-2566 60 25 data datum NOUN istl-2566 60 26 , , PUNCT istl-2566 60 27 and and CCONJ istl-2566 60 28 the the DET istl-2566 60 29 general general ADJ istl-2566 60 30 lack lack NOUN istl-2566 60 31 of of ADP istl-2566 60 32 available available ADJ istl-2566 60 33 detailed detailed ADJ istl-2566 60 34 workflows workflow NOUN istl-2566 60 35 and and CCONJ istl-2566 60 36 guidelines guideline NOUN istl-2566 60 37 for for ADP istl-2566 60 38 the the DET istl-2566 60 39 research research NOUN istl-2566 60 40 library library NOUN istl-2566 60 41 community community NOUN istl-2566 60 42 . . PUNCT istl-2566 61 1 while while SCONJ istl-2566 61 2 the the DET istl-2566 61 3 andrews andrew NOUN istl-2566 61 4 et et PROPN istl-2566 61 5 al al PROPN istl-2566 61 6 . . PUNCT istl-2566 62 1 ( ( PUNCT istl-2566 62 2 2016 2016 NUM istl-2566 62 3 ) ) PUNCT istl-2566 62 4 report report NOUN istl-2566 62 5 was be AUX istl-2566 62 6 helpful helpful ADJ istl-2566 62 7 to to PART istl-2566 62 8 think think VERB istl-2566 62 9 about about ADP istl-2566 62 10 the the DET istl-2566 62 11 overall overall ADJ istl-2566 62 12 goals goal NOUN istl-2566 62 13 and and CCONJ istl-2566 62 14 significance significance NOUN istl-2566 62 15 of of ADP istl-2566 62 16 the the DET istl-2566 62 17 project project NOUN istl-2566 62 18 , , PUNCT istl-2566 62 19 specific specific ADJ istl-2566 62 20 workflow workflow ADJ istl-2566 62 21 details detail NOUN istl-2566 62 22 such such ADJ istl-2566 62 23 as as ADP istl-2566 62 24 how how SCONJ istl-2566 62 25 to to PART istl-2566 62 26 redraw redraw VERB istl-2566 62 27 the the DET istl-2566 62 28 substances substance NOUN istl-2566 62 29 so so SCONJ istl-2566 62 30 that that SCONJ istl-2566 62 31 machines machine NOUN istl-2566 62 32 interpret interpret VERB istl-2566 62 33 them they PRON istl-2566 62 34 accurately accurately ADV istl-2566 62 35 , , PUNCT istl-2566 62 36 how how SCONJ istl-2566 62 37 to to PART istl-2566 62 38 organize organize VERB istl-2566 62 39 the the DET istl-2566 62 40 substance substance NOUN istl-2566 62 41 data datum NOUN istl-2566 62 42 locally locally ADV istl-2566 62 43 , , PUNCT istl-2566 62 44 or or CCONJ istl-2566 62 45 how how SCONJ istl-2566 62 46 to to PART istl-2566 62 47 create create VERB istl-2566 62 48 substance substance NOUN istl-2566 62 49 - - PUNCT istl-2566 62 50 to to ADP istl-2566 62 51 - - PUNCT istl-2566 62 52 document document NOUN istl-2566 62 53 links link NOUN istl-2566 62 54 , , PUNCT istl-2566 62 55 was be AUX istl-2566 62 56 not not PART istl-2566 62 57 discussed discuss VERB istl-2566 62 58 in in ADP istl-2566 62 59 detail detail NOUN istl-2566 62 60 . . PUNCT istl-2566 63 1 in in ADP istl-2566 63 2 this this DET istl-2566 63 3 article article NOUN istl-2566 63 4 , , PUNCT istl-2566 63 5 we we PRON istl-2566 63 6 describe describe VERB istl-2566 63 7 our our PRON istl-2566 63 8 workflow workflow NOUN istl-2566 63 9 and and CCONJ istl-2566 63 10 results result VERB istl-2566 63 11 with with ADP istl-2566 63 12 registering register VERB istl-2566 63 13 nearly nearly ADV istl-2566 63 14 3,000 3,000 NUM istl-2566 63 15 substances substance NOUN istl-2566 63 16 from from ADP istl-2566 63 17 73 73 NUM istl-2566 63 18 ua ua NOUN istl-2566 63 19 theses thesis NOUN istl-2566 63 20 . . PUNCT istl-2566 64 1 we we PRON istl-2566 64 2 manually manually ADV istl-2566 64 3 extracted extract VERB istl-2566 64 4 the the DET istl-2566 64 5 substances substance NOUN istl-2566 64 6 , , PUNCT istl-2566 64 7 encoded encode VERB istl-2566 64 8 them they PRON istl-2566 64 9 in in ADP istl-2566 64 10 machine machine NOUN istl-2566 64 11 - - PUNCT istl-2566 64 12 readable readable ADJ istl-2566 64 13 format format NOUN istl-2566 64 14 , , PUNCT istl-2566 64 15 and and CCONJ istl-2566 64 16 shared share VERB istl-2566 64 17 the the DET istl-2566 64 18 substances substance NOUN istl-2566 64 19 in in ADP istl-2566 64 20 pubchem pubchem NOUN istl-2566 64 21 openly openly ADV istl-2566 64 22 with with ADP istl-2566 64 23 links link NOUN istl-2566 64 24 to to ADP istl-2566 64 25 the the DET istl-2566 64 26 original original ADJ istl-2566 64 27 thesis thesis NOUN istl-2566 64 28 document document NOUN istl-2566 64 29 in in ADP istl-2566 64 30 our our PRON istl-2566 64 31 institutional institutional ADJ istl-2566 64 32 repository repository NOUN istl-2566 64 33 ( ( PUNCT istl-2566 64 34 ua ua PROPN istl-2566 64 35 ir ir ADV istl-2566 64 36 ) ) PUNCT istl-2566 64 37 or or CCONJ istl-2566 64 38 library library NOUN istl-2566 64 39 record record NOUN istl-2566 64 40 if if SCONJ istl-2566 64 41 full full ADJ istl-2566 64 42 text text NOUN istl-2566 64 43 was be AUX istl-2566 64 44 not not PART istl-2566 64 45 available available ADJ istl-2566 64 46 . . PUNCT istl-2566 65 1 in in ADP istl-2566 65 2 addition addition NOUN istl-2566 65 3 to to ADP istl-2566 65 4 sharing share VERB istl-2566 65 5 the the DET istl-2566 65 6 data datum NOUN istl-2566 65 7 openly openly ADV istl-2566 65 8 in in ADP istl-2566 65 9 pubchem pubchem NOUN istl-2566 65 10 , , PUNCT istl-2566 65 11 an an DET istl-2566 65 12 archival archival ADJ istl-2566 65 13 copy copy NOUN istl-2566 65 14 of of ADP istl-2566 65 15 the the DET istl-2566 65 16 substance substance NOUN istl-2566 65 17 data datum NOUN istl-2566 65 18 is be AUX istl-2566 65 19 available available ADJ istl-2566 65 20 in in ADP istl-2566 65 21 the the DET istl-2566 65 22 ua ua NOUN istl-2566 65 23 ir ir PROPN istl-2566 65 24 , , PUNCT istl-2566 65 25 and and CCONJ istl-2566 65 26 all all DET istl-2566 65 27 data datum NOUN istl-2566 65 28 , , PUNCT istl-2566 65 29 programmatic programmatic ADJ istl-2566 65 30 scripts script NOUN istl-2566 65 31 , , PUNCT istl-2566 65 32 and and CCONJ istl-2566 65 33 notes note NOUN istl-2566 65 34 are be AUX istl-2566 65 35 openly openly ADV istl-2566 65 36 available available ADJ istl-2566 65 37 in in ADP istl-2566 65 38 github github PROPN istl-2566 65 39 ( ( PUNCT istl-2566 65 40 supplementary supplementary ADJ istl-2566 65 41 information information NOUN istl-2566 65 42 ) ) PUNCT istl-2566 65 43 . . PUNCT istl-2566 66 1 we we PRON istl-2566 66 2 conclude conclude VERB istl-2566 66 3 this this DET istl-2566 66 4 article article NOUN istl-2566 66 5 with with ADP istl-2566 66 6 a a DET istl-2566 66 7 discussion discussion NOUN istl-2566 66 8 of of ADP istl-2566 66 9 the the DET istl-2566 66 10 workflow workflow ADJ istl-2566 66 11 challenges challenge NOUN istl-2566 66 12 and and CCONJ istl-2566 66 13 our our PRON istl-2566 66 14 recommendations recommendation NOUN istl-2566 66 15 for for ADP istl-2566 66 16 librarians librarian NOUN istl-2566 66 17 and and CCONJ istl-2566 66 18 curators curator NOUN istl-2566 66 19 related relate VERB istl-2566 66 20 to to ADP istl-2566 66 21 registering register VERB istl-2566 66 22 and and CCONJ istl-2566 66 23 sharing share VERB istl-2566 66 24 substance substance NOUN istl-2566 66 25 data datum NOUN istl-2566 66 26 from from ADP istl-2566 66 27 university university NOUN istl-2566 66 28 theses thesis NOUN istl-2566 66 29 . . PUNCT istl-2566 67 1 methods method NOUN istl-2566 67 2 the the DET istl-2566 67 3 following follow VERB istl-2566 67 4 methods method NOUN istl-2566 67 5 section section NOUN istl-2566 67 6 was be AUX istl-2566 67 7 adapted adapt VERB istl-2566 67 8 from from ADP istl-2566 67 9 our our PRON istl-2566 67 10 github github PROPN istl-2566 67 11 repository repository PROPN istl-2566 67 12 readme readme PROPN istl-2566 67 13 file file NOUN istl-2566 67 14 ( ( PUNCT istl-2566 67 15 scalfani scalfani VERB istl-2566 67 16 2020 2020 NUM istl-2566 67 17 ) ) PUNCT istl-2566 67 18 . . PUNCT istl-2566 68 1 the the DET istl-2566 68 2 github github PROPN istl-2566 68 3 repository repository PROPN istl-2566 68 4 contains contain VERB istl-2566 68 5 all all DET istl-2566 68 6 data datum NOUN istl-2566 68 7 , , PUNCT istl-2566 68 8 scripts script NOUN istl-2566 68 9 , , PUNCT istl-2566 68 10 and and CCONJ istl-2566 68 11 working work VERB istl-2566 68 12 notes note NOUN istl-2566 68 13 from from ADP istl-2566 68 14 this this DET istl-2566 68 15 project project NOUN istl-2566 68 16 . . PUNCT istl-2566 69 1 theses thesis NOUN istl-2566 69 2 selected select VERB istl-2566 69 3 a a DET istl-2566 69 4 total total NOUN istl-2566 69 5 of of ADP istl-2566 69 6 73 73 NUM istl-2566 69 7 ua ua PROPN istl-2566 69 8 chemistry chemistry NOUN istl-2566 69 9 ph.d ph.d PROPN istl-2566 69 10 . . PUNCT istl-2566 70 1 or or CCONJ istl-2566 70 2 m.s m.s PROPN istl-2566 70 3 . . PROPN istl-2566 70 4 theses theses PROPN istl-2566 70 5 were be AUX istl-2566 70 6 used use VERB istl-2566 70 7 . . PUNCT istl-2566 71 1 theses theses PROPN istl-2566 71 2 selected select VERB istl-2566 71 3 were be AUX istl-2566 71 4 related relate VERB istl-2566 71 5 to to ADP istl-2566 71 6 organic organic ADJ istl-2566 71 7 chemistry chemistry NOUN istl-2566 71 8 and and CCONJ istl-2566 71 9 contained contain VERB istl-2566 71 10 synthetic synthetic ADJ istl-2566 71 11 details detail NOUN istl-2566 71 12 for for ADP istl-2566 71 13 small small ADJ istl-2566 71 14 molecule molecule NOUN istl-2566 71 15 preparations preparation NOUN istl-2566 71 16 . . PUNCT istl-2566 72 1 all all DET istl-2566 72 2 theses thesis NOUN istl-2566 72 3 were be AUX istl-2566 72 4 not not PART istl-2566 72 5 embargoed embargoed ADJ istl-2566 72 6 ; ; PUNCT istl-2566 72 7 theses thesis NOUN istl-2566 72 8 selected select VERB istl-2566 72 9 were be AUX istl-2566 72 10 fully fully ADV istl-2566 72 11 available available ADJ istl-2566 72 12 for for ADP istl-2566 72 13 public public ADJ istl-2566 72 14 use use NOUN istl-2566 72 15 . . PUNCT istl-2566 73 1 nearly nearly ADV istl-2566 73 2 all all PRON istl-2566 73 3 theses thesis NOUN istl-2566 73 4 selected select VERB istl-2566 73 5 were be AUX istl-2566 73 6 from from ADP istl-2566 73 7 1984 1984 NUM istl-2566 73 8 through through ADP istl-2566 73 9 2019 2019 NUM istl-2566 73 10 . . PUNCT istl-2566 74 1 the the DET istl-2566 74 2 few few ADJ istl-2566 74 3 exceptions exception NOUN istl-2566 74 4 include include VERB istl-2566 74 5 three three NUM istl-2566 74 6 theses thesis NOUN istl-2566 74 7 from from ADP istl-2566 74 8 the the DET istl-2566 74 9 1960s 1960 NOUN istl-2566 74 10 and and CCONJ istl-2566 74 11 one one NUM istl-2566 74 12 thesis thesis NOUN istl-2566 74 13 from from ADP istl-2566 74 14 1929 1929 NUM istl-2566 74 15 . . PUNCT istl-2566 75 1 the the DET istl-2566 75 2 thesis thesis NOUN istl-2566 75 3 date date NOUN istl-2566 75 4 was be AUX istl-2566 75 5 not not PART istl-2566 75 6 the the DET istl-2566 75 7 primary primary ADJ istl-2566 75 8 selection selection NOUN istl-2566 75 9 criteria criterion NOUN istl-2566 75 10 ; ; PUNCT istl-2566 75 11 theses thesis NOUN istl-2566 75 12 were be AUX istl-2566 75 13 selected select VERB istl-2566 75 14 based base VERB istl-2566 75 15 on on ADP istl-2566 75 16 their their PRON istl-2566 75 17 organic organic ADJ istl-2566 75 18 chemistry chemistry NOUN istl-2566 75 19 content content NOUN istl-2566 75 20 as as SCONJ istl-2566 75 21 we we PRON istl-2566 75 22 discovered discover VERB istl-2566 75 23 them they PRON istl-2566 75 24 . . PUNCT istl-2566 76 1 about about ADV istl-2566 76 2 30 30 NUM istl-2566 76 3 % % NOUN istl-2566 76 4 of of ADP istl-2566 76 5 the the DET istl-2566 76 6 theses thesis NOUN istl-2566 76 7 were be AUX istl-2566 76 8 available available ADJ istl-2566 76 9 as as ADP istl-2566 76 10 full full ADJ istl-2566 76 11 - - PUNCT istl-2566 76 12 text text NOUN istl-2566 76 13 pdfs pdfs NOUN istl-2566 76 14 . . PUNCT istl-2566 77 1 the the DET istl-2566 77 2 full full ADJ istl-2566 77 3 - - PUNCT istl-2566 77 4 text text NOUN istl-2566 77 5 pdfs pdfs NOUN istl-2566 77 6 were be AUX istl-2566 77 7 mostly mostly ADV istl-2566 77 8 theses theses ADJ istl-2566 77 9 that that PRON istl-2566 77 10 were be AUX istl-2566 77 11 born bear VERB istl-2566 77 12 - - PUNCT istl-2566 77 13 digital digital PROPN istl-2566 77 14 ( ( PUNCT istl-2566 77 15 post-2009 post-2009 NOUN istl-2566 77 16 ) ) PUNCT istl-2566 77 17 ; ; PUNCT istl-2566 77 18 a a DET istl-2566 77 19 few few ADJ istl-2566 77 20 were be AUX istl-2566 77 21 retroactively retroactively ADV istl-2566 77 22 digitally digitally ADV istl-2566 77 23 scanned scan VERB istl-2566 77 24 . . PUNCT istl-2566 78 1 software software NOUN istl-2566 78 2 environment environment NOUN istl-2566 78 3 all all DET istl-2566 78 4 software software NOUN istl-2566 78 5 and and CCONJ istl-2566 78 6 data datum NOUN istl-2566 78 7 analysis analysis NOUN istl-2566 78 8 were be AUX istl-2566 78 9 run run VERB istl-2566 78 10 on on ADP istl-2566 78 11 linux linux PROPN istl-2566 78 12 ubuntu ubuntu PROPN istl-2566 78 13 18.04 18.04 NUM istl-2566 78 14 , , PUNCT istl-2566 78 15 with with ADP istl-2566 78 16 the the DET istl-2566 78 17 exception exception NOUN istl-2566 78 18 of of ADP istl-2566 78 19 bio bio ADJ istl-2566 78 20 - - PROPN istl-2566 78 21 rad rad PROPN istl-2566 78 22 knowitall knowitall PROPN istl-2566 78 23 chemwindow chemwindow PROPN istl-2566 78 24 2018 2018 NUM istl-2566 78 25 ( ( PUNCT istl-2566 78 26 wiley wiley ADJ istl-2566 78 27 science science NOUN istl-2566 78 28 solutions solution NOUN istl-2566 78 29 2020 2020 NUM istl-2566 78 30 ) ) PUNCT istl-2566 78 31 , , PUNCT istl-2566 78 32 which which PRON istl-2566 78 33 was be AUX istl-2566 78 34 run run VERB istl-2566 78 35 on on ADP istl-2566 78 36 windows window NOUN istl-2566 78 37 10 10 NUM istl-2566 78 38 . . PUNCT istl-2566 79 1 the the DET istl-2566 79 2 open open ADJ istl-2566 79 3 source source NOUN istl-2566 79 4 rdkit rdkit ADJ istl-2566 79 5 cheminformatics cheminformatic NOUN istl-2566 79 6 software software NOUN istl-2566 79 7 package package NOUN istl-2566 79 8 v2019.09.2 v2019.09.2 PROPN istl-2566 79 9 ( ( PUNCT istl-2566 79 10 landrum landrum NOUN istl-2566 79 11 2020 2020 NUM istl-2566 79 12 ) ) PUNCT istl-2566 79 13 was be AUX istl-2566 79 14 installed instal VERB istl-2566 79 15 in in ADP istl-2566 79 16 an an DET istl-2566 79 17 anaconda anaconda PROPN istl-2566 79 18 3 3 NUM istl-2566 79 19 linux linux PROPN istl-2566 79 20 conda conda PROPN istl-2566 79 21 environment environment NOUN istl-2566 79 22 with with ADP istl-2566 79 23 python python PROPN istl-2566 79 24 3.6 3.6 NUM istl-2566 79 25 . . PUNCT istl-2566 79 26 substance substance NOUN istl-2566 79 27 selection selection NOUN istl-2566 79 28 in in ADP istl-2566 79 29 general general ADJ istl-2566 79 30 , , PUNCT istl-2566 79 31 substances substance NOUN istl-2566 79 32 selected select VERB istl-2566 79 33 from from ADP istl-2566 79 34 theses thesis NOUN istl-2566 79 35 included include VERB istl-2566 79 36 those those PRON istl-2566 79 37 that that PRON istl-2566 79 38 could could AUX istl-2566 79 39 be be AUX istl-2566 79 40 represented represent VERB istl-2566 79 41 using use VERB istl-2566 79 42 the the DET istl-2566 79 43 machine machine NOUN istl-2566 79 44 - - PUNCT istl-2566 79 45 readable readable ADJ istl-2566 79 46 simplified simplified ADJ istl-2566 79 47 molecular molecular ADJ istl-2566 79 48 - - PUNCT istl-2566 79 49 input input NOUN istl-2566 79 50 line line NOUN istl-2566 79 51 - - PUNCT istl-2566 79 52 entry entry NOUN istl-2566 79 53 system system NOUN istl-2566 79 54 ( ( PUNCT istl-2566 79 55 smiles smile NOUN istl-2566 79 56 ) ) PUNCT istl-2566 79 57 line line NOUN istl-2566 79 58 notation notation NOUN istl-2566 79 59 ( ( PUNCT istl-2566 79 60 weininger weininger NOUN istl-2566 79 61 1988 1988 NUM istl-2566 79 62 ) ) PUNCT istl-2566 79 63 . . PUNCT istl-2566 80 1 these these DET istl-2566 80 2 substances substance NOUN istl-2566 80 3 included include VERB istl-2566 80 4 small small ADJ istl-2566 80 5 molecule molecule NOUN istl-2566 80 6 organic organic ADJ istl-2566 80 7 chemistry chemistry NOUN istl-2566 80 8 with with ADP istl-2566 80 9 some some DET istl-2566 80 10 limited limited ADJ istl-2566 80 11 organometallic organometallic ADJ istl-2566 80 12 and and CCONJ istl-2566 80 13 coordination coordination NOUN istl-2566 80 14 compounds compound NOUN istl-2566 80 15 . . PUNCT istl-2566 81 1 in in ADP istl-2566 81 2 addition addition NOUN istl-2566 81 3 , , PUNCT istl-2566 81 4 selected select VERB istl-2566 81 5 substances substance NOUN istl-2566 81 6 had have AUX istl-2566 81 7 associated associate VERB istl-2566 81 8 synthetic synthetic ADJ istl-2566 81 9 preparatory preparatory ADJ istl-2566 81 10 procedures procedure NOUN istl-2566 81 11 and and CCONJ istl-2566 81 12 experimental experimental ADJ istl-2566 81 13 characterization characterization NOUN istl-2566 81 14 details detail NOUN istl-2566 81 15 such such ADJ istl-2566 81 16 as as ADP istl-2566 81 17 nuclear nuclear ADJ istl-2566 81 18 magnetic magnetic ADJ istl-2566 81 19 resonance resonance NOUN istl-2566 81 20 spectroscopy spectroscopy NOUN istl-2566 81 21 , , PUNCT istl-2566 81 22 infrared infrared ADJ istl-2566 81 23 spectroscopy spectroscopy PROPN istl-2566 81 24 , , PUNCT istl-2566 81 25 melting melting NOUN istl-2566 81 26 point point NOUN istl-2566 81 27 , , PUNCT istl-2566 81 28 elemental elemental ADJ istl-2566 81 29 analysis analysis NOUN istl-2566 81 30 , , PUNCT istl-2566 81 31 or or CCONJ istl-2566 81 32 mass mass ADJ istl-2566 81 33 spectrometry spectrometry NOUN istl-2566 81 34 data datum NOUN istl-2566 81 35 . . PUNCT istl-2566 82 1 in in ADP istl-2566 82 2 rare rare ADJ istl-2566 82 3 cases case NOUN istl-2566 82 4 , , PUNCT istl-2566 82 5 substances substance NOUN istl-2566 82 6 selected select VERB istl-2566 82 7 for for ADP istl-2566 82 8 registration registration NOUN istl-2566 82 9 included include VERB istl-2566 82 10 only only ADV istl-2566 82 11 a a DET istl-2566 82 12 quantitative quantitative ADJ istl-2566 82 13 analytical analytical ADJ istl-2566 82 14 test test NOUN istl-2566 82 15 . . PUNCT istl-2566 83 1 the the DET istl-2566 83 2 preparatory preparatory ADJ istl-2566 83 3 procedures procedure NOUN istl-2566 83 4 were be AUX istl-2566 83 5 typically typically ADV istl-2566 83 6 specific specific ADJ istl-2566 83 7 to to ADP istl-2566 83 8 the the DET istl-2566 83 9 substance substance NOUN istl-2566 83 10 , , PUNCT istl-2566 83 11 however however ADV istl-2566 83 12 in in ADP istl-2566 83 13 certain certain ADJ istl-2566 83 14 cases case NOUN istl-2566 83 15 , , PUNCT istl-2566 83 16 substances substance NOUN istl-2566 83 17 were be AUX istl-2566 83 18 selected select VERB istl-2566 83 19 that that PRON istl-2566 83 20 had have VERB istl-2566 83 21 only only ADV istl-2566 83 22 general general ADJ istl-2566 83 23 synthetic synthetic ADJ istl-2566 83 24 procedures procedure NOUN istl-2566 83 25 associated associate VERB istl-2566 83 26 with with ADP istl-2566 83 27 them they PRON istl-2566 83 28 ; ; PUNCT istl-2566 83 29 that that PRON istl-2566 83 30 is be AUX istl-2566 83 31 , , PUNCT istl-2566 83 32 when when SCONJ istl-2566 83 33 the the DET istl-2566 83 34 same same ADJ istl-2566 83 35 reaction reaction NOUN istl-2566 83 36 was be AUX istl-2566 83 37 run run VERB istl-2566 83 38 across across ADP istl-2566 83 39 similar similar ADJ istl-2566 83 40 substrates substrate NOUN istl-2566 83 41 . . PUNCT istl-2566 84 1 we we PRON istl-2566 84 2 avoided avoid VERB istl-2566 84 3 selecting select VERB istl-2566 84 4 substances substance NOUN istl-2566 84 5 where where SCONJ istl-2566 84 6 the the DET istl-2566 84 7 synthetic synthetic ADJ istl-2566 84 8 preparatory preparatory ADJ istl-2566 84 9 method method NOUN istl-2566 84 10 , , PUNCT istl-2566 84 11 as as SCONJ istl-2566 84 12 noted note VERB istl-2566 84 13 by by ADP istl-2566 84 14 the the DET istl-2566 84 15 author author NOUN istl-2566 84 16 , , PUNCT istl-2566 84 17 directly directly ADV istl-2566 84 18 followed follow VERB istl-2566 84 19 a a DET istl-2566 84 20 prior prior ADV istl-2566 84 21 reported report VERB istl-2566 84 22 literature literature NOUN istl-2566 84 23 preparation preparation NOUN istl-2566 84 24 . . PUNCT istl-2566 85 1 substance substance NOUN istl-2566 85 2 drawing draw VERB istl-2566 85 3 the the DET istl-2566 85 4 majority majority NOUN istl-2566 85 5 of of ADP istl-2566 85 6 chemical chemical ADJ istl-2566 85 7 substances substance NOUN istl-2566 85 8 were be AUX istl-2566 85 9 redrawn redrawn VERB istl-2566 85 10 similarly similarly ADV istl-2566 85 11 to to ADP istl-2566 85 12 the the DET istl-2566 85 13 depiction depiction NOUN istl-2566 85 14 in in ADP istl-2566 85 15 the the DET istl-2566 85 16 theses thesis NOUN istl-2566 85 17 using use VERB istl-2566 85 18 chemaxon chemaxon NOUN istl-2566 85 19 marvinsketch marvinsketch NOUN istl-2566 85 20 v19.27.0 v19.27.0 PROPN istl-2566 85 21 ( ( PUNCT istl-2566 85 22 chemaxon chemaxon NOUN istl-2566 85 23 2019a 2019a NUM istl-2566 85 24 ) ) PUNCT istl-2566 85 25 . . PUNCT istl-2566 86 1 stereochemistry stereochemistry NOUN istl-2566 86 2 including include VERB istl-2566 86 3 double double ADJ istl-2566 86 4 bond bond NOUN istl-2566 86 5 configuration configuration NOUN istl-2566 86 6 and and CCONJ istl-2566 86 7 chiral chiral ADJ istl-2566 86 8 centers center NOUN istl-2566 86 9 were be AUX istl-2566 86 10 reproduced reproduce VERB istl-2566 86 11 as as SCONJ istl-2566 86 12 originally originally ADV istl-2566 86 13 defined define VERB istl-2566 86 14 . . PUNCT istl-2566 87 1 in in ADP istl-2566 87 2 cases case NOUN istl-2566 87 3 where where SCONJ istl-2566 87 4 the the DET istl-2566 87 5 substance substance NOUN istl-2566 87 6 name name NOUN istl-2566 87 7 included include VERB istl-2566 87 8 racemic racemic ADJ istl-2566 87 9 notation notation NOUN istl-2566 87 10 , , PUNCT istl-2566 87 11 ( ( PUNCT istl-2566 87 12 ± ± PROPN istl-2566 87 13 ) ) PUNCT istl-2566 87 14 , , PUNCT istl-2566 87 15 both both DET istl-2566 87 16 enantiomers enantiomer NOUN istl-2566 87 17 were be AUX istl-2566 87 18 drawn draw VERB istl-2566 87 19 and and CCONJ istl-2566 87 20 included include VERB istl-2566 87 21 within within ADP istl-2566 87 22 one one NUM istl-2566 87 23 registry registry NOUN istl-2566 87 24 identifier identifier ADV istl-2566 87 25 . . PUNCT istl-2566 88 1 in in ADP istl-2566 88 2 rare rare ADJ istl-2566 88 3 situations situation NOUN istl-2566 88 4 where where SCONJ istl-2566 88 5 the the DET istl-2566 88 6 author author NOUN istl-2566 88 7 defined define VERB istl-2566 88 8 the the DET istl-2566 88 9 stereochemistry stereochemistry NOUN istl-2566 88 10 drawn draw VERB istl-2566 88 11 as as ADP istl-2566 88 12 absolute absolute ADJ istl-2566 88 13 in in ADP istl-2566 88 14 the the DET istl-2566 88 15 2d 2d NUM istl-2566 88 16 depiction depiction NOUN istl-2566 88 17 , , PUNCT istl-2566 88 18 but but CCONJ istl-2566 88 19 named name VERB istl-2566 88 20 the the DET istl-2566 88 21 compound compound NOUN istl-2566 88 22 with with ADP istl-2566 88 23 relative relative ADJ istl-2566 88 24 notation notation NOUN istl-2566 88 25 symbols symbol NOUN istl-2566 88 26 , , PUNCT istl-2566 88 27 r r NOUN istl-2566 88 28 * * PUNCT istl-2566 88 29 or or CCONJ istl-2566 88 30 s s X istl-2566 88 31 * * NOUN istl-2566 88 32 , , PUNCT istl-2566 88 33 the the DET istl-2566 88 34 depiction depiction NOUN istl-2566 88 35 was be AUX istl-2566 88 36 considered consider VERB istl-2566 88 37 the the DET istl-2566 88 38 correct correct ADJ istl-2566 88 39 absolute absolute ADJ istl-2566 88 40 stereochemistry stereochemistry NOUN istl-2566 88 41 . . PUNCT istl-2566 89 1 when when SCONJ istl-2566 89 2 substances substance NOUN istl-2566 89 3 were be AUX istl-2566 89 4 drawn draw VERB istl-2566 89 5 by by ADP istl-2566 89 6 an an DET istl-2566 89 7 author author NOUN istl-2566 89 8 with with ADP istl-2566 89 9 stereo stereo ADJ istl-2566 89 10 non non ADJ istl-2566 89 11 - - ADJ istl-2566 89 12 specific specific ADJ istl-2566 89 13 wavy wavy NOUN istl-2566 89 14 bonds bond NOUN istl-2566 89 15 , , PUNCT istl-2566 89 16 these these PRON istl-2566 89 17 were be AUX istl-2566 89 18 reproduced reproduce VERB istl-2566 89 19 as as SCONJ istl-2566 89 20 drawn draw VERB istl-2566 89 21 with with ADP istl-2566 89 22 the the DET istl-2566 89 23 non non ADJ istl-2566 89 24 - - ADJ istl-2566 89 25 specific specific ADJ istl-2566 89 26 stereocenters stereocenter NOUN istl-2566 89 27 , , PUNCT istl-2566 89 28 which which PRON istl-2566 89 29 is be AUX istl-2566 89 30 equivalent equivalent ADJ istl-2566 89 31 to to PART istl-2566 89 32 plain plain ADJ istl-2566 89 33 bonds bond NOUN istl-2566 89 34 ( ( PUNCT istl-2566 89 35 brecher brecher NOUN istl-2566 89 36 2006 2006 NUM istl-2566 89 37 ) ) PUNCT istl-2566 89 38 . . PUNCT istl-2566 90 1 however however ADV istl-2566 90 2 , , PUNCT istl-2566 90 3 when when SCONJ istl-2566 90 4 additional additional ADJ istl-2566 90 5 information information NOUN istl-2566 90 6 was be AUX istl-2566 90 7 provided provide VERB istl-2566 90 8 such such ADJ istl-2566 90 9 that that SCONJ istl-2566 90 10 the the DET istl-2566 90 11 final final ADJ istl-2566 90 12 product product NOUN istl-2566 90 13 was be AUX istl-2566 90 14 not not PART istl-2566 90 15 an an DET istl-2566 90 16 isolated isolated ADJ istl-2566 90 17 stereoisomer stereoisomer NOUN istl-2566 90 18 , , PUNCT istl-2566 90 19 and and CCONJ istl-2566 90 20 instead instead ADV istl-2566 90 21 an an DET istl-2566 90 22 identified identify VERB istl-2566 90 23 mixture mixture NOUN istl-2566 90 24 of of ADP istl-2566 90 25 enantiomers enantiomer NOUN istl-2566 90 26 or or CCONJ istl-2566 90 27 diastereomers diastereomer NOUN istl-2566 90 28 , , PUNCT istl-2566 90 29 we we PRON istl-2566 90 30 drew draw VERB istl-2566 90 31 both both DET istl-2566 90 32 substance substance NOUN istl-2566 90 33 configurations configuration NOUN istl-2566 90 34 and and CCONJ istl-2566 90 35 combined combine VERB istl-2566 90 36 them they PRON istl-2566 90 37 into into ADP istl-2566 90 38 one one NUM istl-2566 90 39 registry registry NOUN istl-2566 90 40 identifier identifier ADV istl-2566 90 41 with with ADP istl-2566 90 42 two two NUM istl-2566 90 43 components component NOUN istl-2566 90 44 . . PUNCT istl-2566 91 1 in in ADP istl-2566 91 2 cases case NOUN istl-2566 91 3 where where SCONJ istl-2566 91 4 the the DET istl-2566 91 5 diastereomeric diastereomeric ADJ istl-2566 91 6 mixture mixture NOUN istl-2566 91 7 was be AUX istl-2566 91 8 not not PART istl-2566 91 9 easily easily ADV istl-2566 91 10 identifiable identifiable ADJ istl-2566 91 11 ; ; PUNCT istl-2566 91 12 that that PRON istl-2566 91 13 is be AUX istl-2566 91 14 , , PUNCT istl-2566 91 15 when when SCONJ istl-2566 91 16 it it PRON istl-2566 91 17 was be AUX istl-2566 91 18 not not PART istl-2566 91 19 clear clear ADJ istl-2566 91 20 which which DET istl-2566 91 21 stereocenter stereocenter NOUN istl-2566 91 22 or or CCONJ istl-2566 91 23 bond bond NOUN istl-2566 91 24 to to PART istl-2566 91 25 flip flip VERB istl-2566 91 26 , , PUNCT istl-2566 91 27 or or CCONJ istl-2566 91 28 when when SCONJ istl-2566 91 29 the the DET istl-2566 91 30 diastereomeric diastereomeric ADJ istl-2566 91 31 mixture mixture NOUN istl-2566 91 32 was be AUX istl-2566 91 33 greater great ADJ istl-2566 91 34 than than ADP istl-2566 91 35 two two NUM istl-2566 91 36 substance substance NOUN istl-2566 91 37 configurations configuration NOUN istl-2566 91 38 , , PUNCT istl-2566 91 39 we we PRON istl-2566 91 40 drew draw VERB istl-2566 91 41 those those DET istl-2566 91 42 substances substance NOUN istl-2566 91 43 as as ADP istl-2566 91 44 stereo stereo ADJ istl-2566 91 45 non non ADJ istl-2566 91 46 - - ADJ istl-2566 91 47 specific specific ADJ istl-2566 91 48 single single ADJ istl-2566 91 49 component component NOUN istl-2566 91 50 substances substance NOUN istl-2566 91 51 . . PUNCT istl-2566 92 1 lastly lastly ADV istl-2566 92 2 , , PUNCT istl-2566 92 3 atropisomers atropisomer NOUN istl-2566 92 4 were be AUX istl-2566 92 5 encoded encode VERB istl-2566 92 6 as as ADP istl-2566 92 7 non non ADJ istl-2566 92 8 - - ADJ istl-2566 92 9 specific specific ADJ istl-2566 92 10 bonds bond NOUN istl-2566 92 11 . . PUNCT istl-2566 93 1 for for ADP istl-2566 93 2 substances substance NOUN istl-2566 93 3 depicted depict VERB istl-2566 93 4 as as ADP istl-2566 93 5 projections projection NOUN istl-2566 93 6 , , PUNCT istl-2566 93 7 special special ADJ istl-2566 93 8 care care NOUN istl-2566 93 9 was be AUX istl-2566 93 10 required require VERB istl-2566 93 11 to to PART istl-2566 93 12 preserve preserve VERB istl-2566 93 13 the the DET istl-2566 93 14 stereochemistry stereochemistry NOUN istl-2566 93 15 ( ( PUNCT istl-2566 93 16 brecher brecher PROPN istl-2566 93 17 2008 2008 NUM istl-2566 93 18 ; ; PUNCT istl-2566 93 19 martin martin PROPN istl-2566 93 20 et et PROPN istl-2566 93 21 al al PROPN istl-2566 93 22 . . PROPN istl-2566 93 23 2012 2012 NUM istl-2566 93 24 ) ) PUNCT istl-2566 93 25 . . PUNCT istl-2566 94 1 haworth haworth NOUN istl-2566 94 2 projections projection NOUN istl-2566 94 3 were be AUX istl-2566 94 4 manually manually ADV istl-2566 94 5 converted convert VERB istl-2566 94 6 to to ADP istl-2566 94 7 mills mill NOUN istl-2566 94 8 skeletal skeletal ADJ istl-2566 94 9 depictions depiction NOUN istl-2566 94 10 ( ( PUNCT istl-2566 94 11 brecher brecher NOUN istl-2566 94 12 2006 2006 NUM istl-2566 94 13 ) ) PUNCT istl-2566 94 14 and and CCONJ istl-2566 94 15 drawn draw VERB istl-2566 94 16 in in ADP istl-2566 94 17 chemaxon chemaxon NOUN istl-2566 94 18 marvinsketch marvinsketch NOUN istl-2566 94 19 . . PUNCT istl-2566 95 1 when when SCONJ istl-2566 95 2 substances substance NOUN istl-2566 95 3 were be AUX istl-2566 95 4 presented present VERB istl-2566 95 5 as as ADP istl-2566 95 6 chair chair NOUN istl-2566 95 7 conformations conformation NOUN istl-2566 95 8 or or CCONJ istl-2566 95 9 fischer fischer NOUN istl-2566 95 10 projections projection NOUN istl-2566 95 11 , , PUNCT istl-2566 95 12 bio bio PROPN istl-2566 95 13 - - PROPN istl-2566 95 14 rad rad PROPN istl-2566 95 15 's 's PART istl-2566 95 16 knowitall knowitall PROPN istl-2566 95 17 chemwindow chemwindow ADJ istl-2566 95 18 2018 2018 NUM istl-2566 95 19 software software NOUN istl-2566 95 20 was be AUX istl-2566 95 21 used use VERB istl-2566 95 22 to to PART istl-2566 95 23 draw draw VERB istl-2566 95 24 the the DET istl-2566 95 25 structures structure NOUN istl-2566 95 26 and and CCONJ istl-2566 95 27 determine determine VERB istl-2566 95 28 the the DET istl-2566 95 29 stereochemistry stereochemistry NOUN istl-2566 95 30 automatically automatically ADV istl-2566 95 31 ( ( PUNCT istl-2566 95 32 abshear abshear VERB istl-2566 95 33 et et PROPN istl-2566 95 34 al al PROPN istl-2566 95 35 . . PROPN istl-2566 95 36 2018 2018 NUM istl-2566 95 37 ) ) PUNCT istl-2566 95 38 . . PUNCT istl-2566 96 1 some some DET istl-2566 96 2 substances substance NOUN istl-2566 96 3 ( ( PUNCT istl-2566 96 4 < < X istl-2566 96 5 5 5 NUM istl-2566 96 6 % % NOUN istl-2566 96 7 estimated estimate VERB istl-2566 96 8 ) ) PUNCT istl-2566 96 9 required require VERB istl-2566 96 10 adjustments adjustment NOUN istl-2566 96 11 to to ADP istl-2566 96 12 the the DET istl-2566 96 13 original original ADJ istl-2566 96 14 representation representation NOUN istl-2566 96 15 to to PART istl-2566 96 16 maintain maintain VERB istl-2566 96 17 the the DET istl-2566 96 18 correct correct ADJ istl-2566 96 19 hydrogen hydrogen NOUN istl-2566 96 20 count count NOUN istl-2566 96 21 and and CCONJ istl-2566 96 22 represent represent VERB istl-2566 96 23 the the DET istl-2566 96 24 structures structure NOUN istl-2566 96 25 within within ADP istl-2566 96 26 the the DET istl-2566 96 27 limitations limitation NOUN istl-2566 96 28 of of ADP istl-2566 96 29 chemical chemical ADJ istl-2566 96 30 valence valence NOUN istl-2566 96 31 rules rule NOUN istl-2566 96 32 and and CCONJ istl-2566 96 33 cheminformatics cheminformatic NOUN istl-2566 96 34 file file NOUN istl-2566 96 35 formats format NOUN istl-2566 96 36 . . PUNCT istl-2566 97 1 these these DET istl-2566 97 2 internal internal ADJ istl-2566 97 3 adjustments adjustment NOUN istl-2566 97 4 are be AUX istl-2566 97 5 described describe VERB istl-2566 97 6 in in ADP istl-2566 97 7 scalfani scalfani ADJ istl-2566 97 8 ( ( PUNCT istl-2566 97 9 2020 2020 NUM istl-2566 97 10 ) ) PUNCT istl-2566 97 11 . . PUNCT istl-2566 98 1 our our PRON istl-2566 98 2 intention intention NOUN istl-2566 98 3 was be AUX istl-2566 98 4 to to PART istl-2566 98 5 accurately accurately ADV istl-2566 98 6 maintain maintain VERB istl-2566 98 7 the the DET istl-2566 98 8 author author NOUN istl-2566 98 9 ’s ’s PART istl-2566 98 10 original original ADJ istl-2566 98 11 chemical chemical NOUN istl-2566 98 12 structures structure NOUN istl-2566 98 13 as as ADV istl-2566 98 14 drawn draw VERB istl-2566 98 15 . . PUNCT istl-2566 99 1 as as ADP istl-2566 99 2 such such ADJ istl-2566 99 3 , , PUNCT istl-2566 99 4 we we PRON istl-2566 99 5 endeavored endeavor VERB istl-2566 99 6 to to PART istl-2566 99 7 keep keep VERB istl-2566 99 8 these these DET istl-2566 99 9 local local ADJ istl-2566 99 10 business business NOUN istl-2566 99 11 rules rule NOUN istl-2566 99 12 ( ( PUNCT istl-2566 99 13 hersey hersey NOUN istl-2566 99 14 et et PROPN istl-2566 99 15 al al PROPN istl-2566 99 16 . . PROPN istl-2566 99 17 2015 2015 NUM istl-2566 99 18 ) ) PUNCT istl-2566 99 19 to to ADP istl-2566 99 20 a a DET istl-2566 99 21 minimum minimum NOUN istl-2566 99 22 , , PUNCT istl-2566 99 23 and and CCONJ istl-2566 99 24 instead instead ADV istl-2566 99 25 rely rely VERB istl-2566 99 26 on on ADP istl-2566 99 27 the the DET istl-2566 99 28 well well ADV istl-2566 99 29 documented document VERB istl-2566 99 30 and and CCONJ istl-2566 99 31 established establish VERB istl-2566 99 32 pubchem pubchem NOUN istl-2566 99 33 compound compound NOUN istl-2566 99 34 standardization standardization NOUN istl-2566 99 35 process process NOUN istl-2566 99 36 to to PART istl-2566 99 37 standardize standardize VERB istl-2566 99 38 the the DET istl-2566 99 39 structures structure NOUN istl-2566 99 40 ( ( PUNCT istl-2566 99 41 hähnke hähnke PROPN istl-2566 99 42 et et PROPN istl-2566 99 43 al al PROPN istl-2566 99 44 . . PROPN istl-2566 99 45 2018 2018 NUM istl-2566 99 46 ) ) PUNCT istl-2566 99 47 . . PUNCT istl-2566 100 1 generation generation NOUN istl-2566 100 2 of of ADP istl-2566 100 3 machine machine NOUN istl-2566 100 4 - - PUNCT istl-2566 100 5 readable readable ADJ istl-2566 100 6 substance substance NOUN istl-2566 100 7 file file NOUN istl-2566 100 8 formats format NOUN istl-2566 100 9 for for ADP istl-2566 100 10 substances substance NOUN istl-2566 100 11 drawn draw VERB istl-2566 100 12 in in ADP istl-2566 100 13 chemaxon chemaxon NOUN istl-2566 100 14 marvinsketch marvinsketch NOUN istl-2566 100 15 , , PUNCT istl-2566 100 16 the the DET istl-2566 100 17 representations representation NOUN istl-2566 100 18 were be AUX istl-2566 100 19 exported export VERB istl-2566 100 20 as as ADP istl-2566 100 21 chemaxon chemaxon NOUN istl-2566 100 22 smiles smile NOUN istl-2566 100 23 ( ( PUNCT istl-2566 100 24 v19.27.0 v19.27.0 NOUN istl-2566 100 25 , , PUNCT istl-2566 100 26 daylight daylight NOUN istl-2566 100 27 variant variant NOUN istl-2566 100 28 ) ) PUNCT istl-2566 100 29 . . PUNCT istl-2566 101 1 chemaxon chemaxon PROPN istl-2566 101 2 extended extend VERB istl-2566 101 3 smiles smile NOUN istl-2566 101 4 ( ( PUNCT istl-2566 101 5 cxsmiles cxsmile NOUN istl-2566 101 6 ) ) PUNCT istl-2566 101 7 ( ( PUNCT istl-2566 101 8 chemaxon chemaxon NOUN istl-2566 101 9 2021 2021 NUM istl-2566 101 10 ) ) PUNCT istl-2566 101 11 were be AUX istl-2566 101 12 used use VERB istl-2566 101 13 for for ADP istl-2566 101 14 substances substance NOUN istl-2566 101 15 containing contain VERB istl-2566 101 16 radicals radical NOUN istl-2566 101 17 or or CCONJ istl-2566 101 18 carbenes carbene NOUN istl-2566 101 19 . . PUNCT istl-2566 102 1 next next ADV istl-2566 102 2 , , PUNCT istl-2566 102 3 the the DET istl-2566 102 4 smiles smile NOUN istl-2566 102 5 were be AUX istl-2566 102 6 compiled compile VERB istl-2566 102 7 in in ADP istl-2566 102 8 a a DET istl-2566 102 9 spreadsheet spreadsheet NOUN istl-2566 102 10 along along ADP istl-2566 102 11 with with ADP istl-2566 102 12 the the DET istl-2566 102 13 thesis thesis ADJ istl-2566 102 14 bibliographic bibliographic ADJ istl-2566 102 15 information information NOUN istl-2566 102 16 and and CCONJ istl-2566 102 17 processed process VERB istl-2566 102 18 with with ADP istl-2566 102 19 rdkit rdkit ADJ istl-2566 102 20 v2019.09.2 v2019.09.2 PROPN istl-2566 102 21 using use VERB istl-2566 102 22 a a DET istl-2566 102 23 custom custom NOUN istl-2566 102 24 python python NOUN istl-2566 102 25 script script NOUN istl-2566 102 26 to to PART istl-2566 102 27 generate generate VERB istl-2566 102 28 a a DET istl-2566 102 29 structure structure NOUN istl-2566 102 30 - - PUNCT istl-2566 102 31 date date NOUN istl-2566 102 32 file file NOUN istl-2566 102 33 ( ( PUNCT istl-2566 102 34 sdfile sdfile PROPN istl-2566 102 35 ) ) PUNCT istl-2566 102 36 ( ( PUNCT istl-2566 102 37 dalby dalby ADP istl-2566 102 38 et et PROPN istl-2566 102 39 al al PROPN istl-2566 102 40 . . PROPN istl-2566 102 41 1992 1992 NUM istl-2566 102 42 ) ) PUNCT istl-2566 102 43 containing contain VERB istl-2566 102 44 the the DET istl-2566 102 45 molecular molecular ADJ istl-2566 102 46 representation representation NOUN istl-2566 102 47 connection connection NOUN istl-2566 102 48 table table NOUN istl-2566 102 49 , , PUNCT istl-2566 102 50 a a DET istl-2566 102 51 registry registry NOUN istl-2566 102 52 identifier identifier NOUN istl-2566 102 53 ( ( PUNCT istl-2566 102 54 ualib-1 ualib-1 NOUN istl-2566 102 55 and and CCONJ istl-2566 102 56 increasing increase VERB istl-2566 102 57 sequentially sequentially ADV istl-2566 102 58 ) ) PUNCT istl-2566 102 59 , , PUNCT istl-2566 102 60 rdkit rdkit ADJ istl-2566 102 61 calculated calculate VERB istl-2566 102 62 kekule kekule NOUN istl-2566 102 63 smiles smile NOUN istl-2566 102 64 , , PUNCT istl-2566 102 65 inchi inchi PROPN istl-2566 102 66 ( ( PUNCT istl-2566 102 67 v1.05 v1.05 PROPN istl-2566 102 68 ) ) PUNCT istl-2566 102 69 , , PUNCT istl-2566 102 70 thesis thesis NOUN istl-2566 102 71 bibliographic bibliographic ADJ istl-2566 102 72 reference reference NOUN istl-2566 102 73 , , PUNCT istl-2566 102 74 and and CCONJ istl-2566 102 75 link link VERB istl-2566 102 76 to to ADP istl-2566 102 77 the the DET istl-2566 102 78 full full ADJ istl-2566 102 79 - - PUNCT istl-2566 102 80 text text NOUN istl-2566 102 81 thesis thesis NOUN istl-2566 102 82 or or CCONJ istl-2566 102 83 library library NOUN istl-2566 102 84 record record NOUN istl-2566 102 85 . . PUNCT istl-2566 103 1 any any DET istl-2566 103 2 dative dative ADJ istl-2566 103 3 bonds bond NOUN istl-2566 103 4 were be AUX istl-2566 103 5 then then ADV istl-2566 103 6 added add VERB istl-2566 103 7 to to ADP istl-2566 103 8 the the DET istl-2566 103 9 rdkit rdkit ADJ istl-2566 103 10 processed process VERB istl-2566 103 11 sdfile sdfile NOUN istl-2566 103 12 manually manually ADV istl-2566 103 13 using use VERB istl-2566 103 14 the the DET istl-2566 103 15 pubchem pubchem PROPN istl-2566 103 16 nonstandard nonstandard PROPN istl-2566 103 17 bond bond NOUN istl-2566 103 18 syntax syntax NOUN istl-2566 103 19 ( ( PUNCT istl-2566 103 20 national national ADJ istl-2566 103 21 center center NOUN istl-2566 103 22 for for ADP istl-2566 103 23 biotechnology biotechnology NOUN istl-2566 103 24 information information NOUN istl-2566 103 25 [ [ PUNCT istl-2566 103 26 date date NOUN istl-2566 103 27 unknown unknown ADJ istl-2566 103 28 - - PUNCT istl-2566 103 29 b b NOUN istl-2566 103 30 ] ] PUNCT istl-2566 103 31 ) ) PUNCT istl-2566 103 32 . . PUNCT istl-2566 104 1 for for ADP istl-2566 104 2 substances substance NOUN istl-2566 104 3 drawn draw VERB istl-2566 104 4 in in ADP istl-2566 104 5 knowitall knowitall PROPN istl-2566 104 6 chemwindow chemwindow ADJ istl-2566 104 7 2018 2018 NUM istl-2566 104 8 , , PUNCT istl-2566 104 9 the the DET istl-2566 104 10 representations representation NOUN istl-2566 104 11 were be AUX istl-2566 104 12 exported export VERB istl-2566 104 13 as as ADP istl-2566 104 14 smiles smile NOUN istl-2566 104 15 and and CCONJ istl-2566 104 16 inchi inchi PROPN istl-2566 104 17 ( ( PUNCT istl-2566 104 18 v1.05 v1.05 PROPN istl-2566 104 19 ) ) PUNCT istl-2566 104 20 and and CCONJ istl-2566 104 21 compiled compile VERB istl-2566 104 22 into into ADP istl-2566 104 23 a a DET istl-2566 104 24 csv csv ADJ istl-2566 104 25 spreadsheet spreadsheet NOUN istl-2566 104 26 with with ADP istl-2566 104 27 a a DET istl-2566 104 28 substance substance NOUN istl-2566 104 29 registry registry NOUN istl-2566 104 30 identifier identifier ADV istl-2566 104 31 , , PUNCT istl-2566 104 32 thesis thesis NOUN istl-2566 104 33 bibliographic bibliographic ADJ istl-2566 104 34 reference reference NOUN istl-2566 104 35 , , PUNCT istl-2566 104 36 and and CCONJ istl-2566 104 37 link link VERB istl-2566 104 38 to to ADP istl-2566 104 39 the the DET istl-2566 104 40 full full ADJ istl-2566 104 41 - - PUNCT istl-2566 104 42 text text NOUN istl-2566 104 43 thesis thesis NOUN istl-2566 104 44 or or CCONJ istl-2566 104 45 library library NOUN istl-2566 104 46 record record NOUN istl-2566 104 47 , , PUNCT istl-2566 104 48 without without ADP istl-2566 104 49 any any DET istl-2566 104 50 further further ADJ istl-2566 104 51 local local ADJ istl-2566 104 52 processing processing NOUN istl-2566 104 53 . . PUNCT istl-2566 105 1 registration registration NOUN istl-2566 105 2 and and CCONJ istl-2566 105 3 consistency consistency NOUN istl-2566 105 4 check check NOUN istl-2566 105 5 using use VERB istl-2566 105 6 the the DET istl-2566 105 7 standard standard ADJ istl-2566 105 8 inchi inchi PROPN istl-2566 105 9 standard standard ADJ istl-2566 105 10 inchikeys inchikeys PROPN istl-2566 105 11 ( ( PUNCT istl-2566 105 12 v1.05 v1.05 PROPN istl-2566 105 13 ) ) PUNCT istl-2566 105 14 were be AUX istl-2566 105 15 calculated calculate VERB istl-2566 105 16 from from ADP istl-2566 105 17 chemaxon chemaxon PROPN istl-2566 105 18 marvinsketch marvinsketch NOUN istl-2566 105 19 exported export VERB istl-2566 105 20 smiles smile NOUN istl-2566 105 21 using use VERB istl-2566 105 22 the the DET istl-2566 105 23 chemaxon chemaxon PROPN istl-2566 105 24 command command NOUN istl-2566 105 25 line line NOUN istl-2566 105 26 program program NOUN istl-2566 105 27 , , PUNCT istl-2566 105 28 molconverter molconverter PROPN istl-2566 105 29 ( ( PUNCT istl-2566 105 30 chemaxon chemaxon NOUN istl-2566 105 31 2019b 2019b NUM istl-2566 105 32 ) ) PUNCT istl-2566 105 33 in in ADP istl-2566 105 34 a a DET istl-2566 105 35 terminal terminal ADJ istl-2566 105 36 window window NOUN istl-2566 105 37 as as SCONJ istl-2566 105 38 follows follow VERB istl-2566 105 39 : : PUNCT istl-2566 105 40 $ $ SYM istl-2566 105 41 molconvert molconvert PROPN istl-2566 105 42 -g -g PUNCT istl-2566 105 43 " " PUNCT istl-2566 105 44 inchikey inchikey ADJ istl-2566 105 45 : : PUNCT istl-2566 105 46 sabs sab NOUN istl-2566 105 47 , , PUNCT istl-2566 105 48 auxnone auxnone NOUN istl-2566 105 49 " " PUNCT istl-2566 105 50 in.smi in.smi PROPN istl-2566 105 51 -o -o PUNCT istl-2566 105 52 out.inchikey out.inchikey VERB istl-2566 105 53 the the DET istl-2566 105 54 inchi inchi PROPN istl-2566 105 55 absolute absolute PROPN istl-2566 105 56 stereochemistry stereochemistry PROPN istl-2566 105 57 , , PUNCT istl-2566 105 58 sabs sab NOUN istl-2566 105 59 , , PUNCT istl-2566 105 60 option option NOUN istl-2566 105 61 was be AUX istl-2566 105 62 used use VERB istl-2566 105 63 to to PART istl-2566 105 64 force force VERB istl-2566 105 65 the the DET istl-2566 105 66 calculation calculation NOUN istl-2566 105 67 of of ADP istl-2566 105 68 a a DET istl-2566 105 69 standard standard ADJ istl-2566 105 70 inchi inchi NOUN istl-2566 105 71 ( ( PUNCT istl-2566 105 72 international international ADJ istl-2566 105 73 union union NOUN istl-2566 105 74 of of ADP istl-2566 105 75 pure pure ADJ istl-2566 105 76 and and CCONJ istl-2566 105 77 applied apply VERB istl-2566 105 78 chemistry chemistry NOUN istl-2566 105 79 2017 2017 NUM istl-2566 105 80 ) ) PUNCT istl-2566 105 81 . . PUNCT istl-2566 106 1 next next ADV istl-2566 106 2 , , PUNCT istl-2566 106 3 duplicate duplicate ADJ istl-2566 106 4 substances substance NOUN istl-2566 106 5 were be AUX istl-2566 106 6 checked check VERB istl-2566 106 7 against against ADP istl-2566 106 8 a a DET istl-2566 106 9 main main ADJ istl-2566 106 10 local local ADJ istl-2566 106 11 registry registry NOUN istl-2566 106 12 file file NOUN istl-2566 106 13 list list NOUN istl-2566 106 14 of of ADP istl-2566 106 15 inchikeys inchikey NOUN istl-2566 106 16 containing contain VERB istl-2566 106 17 a a DET istl-2566 106 18 local local ADJ istl-2566 106 19 list list NOUN istl-2566 106 20 of of ADP istl-2566 106 21 previously previously ADV istl-2566 106 22 registered register VERB istl-2566 106 23 substances substance NOUN istl-2566 106 24 . . PUNCT istl-2566 107 1 this this DET istl-2566 107 2 step step NOUN istl-2566 107 3 was be AUX istl-2566 107 4 completed complete VERB istl-2566 107 5 in in ADP istl-2566 107 6 a a DET istl-2566 107 7 unix unix PROPN istl-2566 107 8 terminal terminal NOUN istl-2566 107 9 : : PUNCT istl-2566 107 10 $ $ SYM istl-2566 107 11 sort sort ADV istl-2566 107 12 inchikeys_list.inchikey inchikeys_list.inchikey PUNCT istl-2566 107 13 | | NOUN istl-2566 107 14 uniq uniq ADJ istl-2566 107 15 --count --count NOUN istl-2566 107 16 – – PUNCT istl-2566 107 17 repeated repeat VERB istl-2566 107 18 the the DET istl-2566 107 19 above above ADJ istl-2566 107 20 command command NOUN istl-2566 107 21 outputs output VERB istl-2566 107 22 a a DET istl-2566 107 23 list list NOUN istl-2566 107 24 of of ADP istl-2566 107 25 any any DET istl-2566 107 26 duplicate duplicate ADJ istl-2566 107 27 inchikeys inchikey NOUN istl-2566 107 28 . . PUNCT istl-2566 108 1 if if SCONJ istl-2566 108 2 any any DET istl-2566 108 3 duplicates duplicate NOUN istl-2566 108 4 were be AUX istl-2566 108 5 identified identify VERB istl-2566 108 6 , , PUNCT istl-2566 108 7 the the DET istl-2566 108 8 duplicate duplicate ADJ istl-2566 108 9 substances substance NOUN istl-2566 108 10 were be AUX istl-2566 108 11 assigned assign VERB istl-2566 108 12 the the DET istl-2566 108 13 original original ADJ istl-2566 108 14 registry registry NOUN istl-2566 108 15 identifier identifier NOUN istl-2566 108 16 . . PUNCT istl-2566 109 1 the the DET istl-2566 109 2 same same ADJ istl-2566 109 3 sort sort NOUN istl-2566 109 4 / / SYM istl-2566 109 5 uniq uniq ADJ istl-2566 109 6 command command NOUN istl-2566 109 7 was be AUX istl-2566 109 8 used use VERB istl-2566 109 9 to to PART istl-2566 109 10 check check VERB istl-2566 109 11 for for ADP istl-2566 109 12 duplicate duplicate ADJ istl-2566 109 13 substances substance NOUN istl-2566 109 14 with with ADP istl-2566 109 15 the the DET istl-2566 109 16 inchikeys inchikey NOUN istl-2566 109 17 generated generate VERB istl-2566 109 18 from from ADP istl-2566 109 19 knowitall knowitall PROPN istl-2566 109 20 . . PUNCT istl-2566 110 1 inchikeys inchikey NOUN istl-2566 110 2 were be AUX istl-2566 110 3 also also ADV istl-2566 110 4 used use VERB istl-2566 110 5 as as ADP istl-2566 110 6 an an DET istl-2566 110 7 interoperability interoperability NOUN istl-2566 110 8 check check NOUN istl-2566 110 9 when when SCONJ istl-2566 110 10 transferring transfer VERB istl-2566 110 11 data datum NOUN istl-2566 110 12 between between ADP istl-2566 110 13 cheminformatics cheminformatic NOUN istl-2566 110 14 toolkits toolkit NOUN istl-2566 110 15 locally locally ADV istl-2566 110 16 ; ; PUNCT istl-2566 110 17 that that PRON istl-2566 110 18 is is ADV istl-2566 110 19 , , PUNCT istl-2566 110 20 the the DET istl-2566 110 21 inchikeys inchikey NOUN istl-2566 110 22 generated generate VERB istl-2566 110 23 from from ADP istl-2566 110 24 chemaxon chemaxon ADJ istl-2566 110 25 molconverter molconverter NOUN istl-2566 110 26 were be AUX istl-2566 110 27 compared compare VERB istl-2566 110 28 to to ADP istl-2566 110 29 rdkit rdkit ADJ istl-2566 110 30 generated generate VERB istl-2566 110 31 inchikeys inchikey NOUN istl-2566 110 32 for for ADP istl-2566 110 33 consistency consistency NOUN istl-2566 110 34 ( ( PUNCT istl-2566 110 35 akhondi akhondi VERB istl-2566 110 36 et et PROPN istl-2566 110 37 al al PROPN istl-2566 110 38 . . PROPN istl-2566 110 39 2012 2012 NUM istl-2566 110 40 ) ) PUNCT istl-2566 110 41 . . PUNCT istl-2566 111 1 pubchem pubchem PROPN istl-2566 111 2 deposition deposition VERB istl-2566 111 3 the the DET istl-2566 111 4 rdkit rdkit ADJ istl-2566 111 5 generated generate VERB istl-2566 111 6 sdfiles sdfile NOUN istl-2566 111 7 and and CCONJ istl-2566 111 8 knowitall knowitall PROPN istl-2566 111 9 compiled compile VERB istl-2566 111 10 csv csv PROPN istl-2566 111 11 spreadsheet spreadsheet NOUN istl-2566 111 12 files file NOUN istl-2566 111 13 were be AUX istl-2566 111 14 submitted submit VERB istl-2566 111 15 to to ADP istl-2566 111 16 pubchem pubchem NOUN istl-2566 111 17 for for ADP istl-2566 111 18 processing process VERB istl-2566 111 19 into into ADP istl-2566 111 20 the the DET istl-2566 111 21 database database NOUN istl-2566 111 22 through through ADP istl-2566 111 23 the the DET istl-2566 111 24 pubchem pubchem PROPN istl-2566 111 25 upload upload NOUN istl-2566 111 26 web web NOUN istl-2566 111 27 interface interface NOUN istl-2566 111 28 . . PUNCT istl-2566 112 1 our our PRON istl-2566 112 2 local local ADJ istl-2566 112 3 registry registry NOUN istl-2566 112 4 file file NOUN istl-2566 112 5 was be AUX istl-2566 112 6 then then ADV istl-2566 112 7 updated update VERB istl-2566 112 8 with with ADP istl-2566 112 9 the the DET istl-2566 112 10 deposited deposit VERB istl-2566 112 11 pubchem pubchem NOUN istl-2566 112 12 substance substance NOUN istl-2566 112 13 identifier identifier NOUN istl-2566 112 14 ( ( PUNCT istl-2566 112 15 sid sid ADJ istl-2566 112 16 ) ) PUNCT istl-2566 112 17 and and CCONJ istl-2566 112 18 standardized standardized ADJ istl-2566 112 19 compound compound NOUN istl-2566 112 20 identifiers identifier NOUN istl-2566 112 21 ( ( PUNCT istl-2566 112 22 cid cid PROPN istl-2566 112 23 ) ) PUNCT istl-2566 112 24 . . PUNCT istl-2566 113 1 institutional institutional ADJ istl-2566 113 2 repository repository NOUN istl-2566 113 3 archiving archiving ADV istl-2566 113 4 after after ADP istl-2566 113 5 depositing deposit VERB istl-2566 113 6 the the DET istl-2566 113 7 substance substance NOUN istl-2566 113 8 data datum NOUN istl-2566 113 9 in in ADP istl-2566 113 10 pubchem pubchem NOUN istl-2566 113 11 , , PUNCT istl-2566 113 12 an an DET istl-2566 113 13 archive archive NOUN istl-2566 113 14 copy copy NOUN istl-2566 113 15 of of ADP istl-2566 113 16 the the DET istl-2566 113 17 substance substance NOUN istl-2566 113 18 data datum NOUN istl-2566 113 19 in in ADP istl-2566 113 20 sdfile sdfile ADJ istl-2566 113 21 or or CCONJ istl-2566 113 22 csv csv ADJ istl-2566 113 23 format format NOUN istl-2566 113 24 was be AUX istl-2566 113 25 deposited deposit VERB istl-2566 113 26 in in ADP istl-2566 113 27 ua ua PROPN istl-2566 113 28 ’s ’s NOUN istl-2566 113 29 dspace dspace NOUN istl-2566 113 30 institutional institutional ADJ istl-2566 113 31 repository repository NOUN istl-2566 113 32 ( ( PUNCT istl-2566 113 33 ua ua PROPN istl-2566 113 34 ir ir ADV istl-2566 113 35 ) ) PUNCT istl-2566 113 36 . . PUNCT istl-2566 114 1 a a DET istl-2566 114 2 new new ADJ istl-2566 114 3 record record NOUN istl-2566 114 4 was be AUX istl-2566 114 5 created create VERB istl-2566 114 6 for for ADP istl-2566 114 7 each each DET istl-2566 114 8 collection collection NOUN istl-2566 114 9 of of ADP istl-2566 114 10 thesis thesis NOUN istl-2566 114 11 substance substance NOUN istl-2566 114 12 data datum NOUN istl-2566 114 13 . . PUNCT istl-2566 115 1 each each DET istl-2566 115 2 ua ua PROPN istl-2566 115 3 ir ir PROPN istl-2566 115 4 record record NOUN istl-2566 115 5 used use VERB istl-2566 115 6 the the DET istl-2566 115 7 dublin dublin PROPN istl-2566 115 8 core core PROPN istl-2566 115 9 metadata metadata PROPN istl-2566 115 10 schema schema PROPN istl-2566 115 11 with with ADP istl-2566 115 12 the the DET istl-2566 115 13 following follow VERB istl-2566 115 14 elements element NOUN istl-2566 115 15 : : PUNCT istl-2566 115 16 dc.contributor dc.contributor X istl-2566 115 17 , , PUNCT istl-2566 115 18 dc.date.issued dc.date.issue VERB istl-2566 115 19 , , PUNCT istl-2566 115 20 dc.description dc.description NOUN istl-2566 115 21 ( ( PUNCT istl-2566 115 22 includes include VERB istl-2566 115 23 a a DET istl-2566 115 24 description description NOUN istl-2566 115 25 of of ADP istl-2566 115 26 the the DET istl-2566 115 27 substance substance NOUN istl-2566 115 28 data datum NOUN istl-2566 115 29 and and CCONJ istl-2566 115 30 cc cc NOUN istl-2566 115 31 - - PUNCT istl-2566 115 32 by by ADP istl-2566 115 33 4.0 4.0 NUM istl-2566 115 34 license license NOUN istl-2566 115 35 ) ) PUNCT istl-2566 115 36 , , PUNCT istl-2566 115 37 dc.publisher dc.publisher X istl-2566 115 38 , , PUNCT istl-2566 115 39 dc.relation.isbasedon dc.relation.isbasedon PUNCT istl-2566 115 40 ( ( PUNCT istl-2566 115 41 reference reference NOUN istl-2566 115 42 to to ADP istl-2566 115 43 original original ADJ istl-2566 115 44 thesis thesis NOUN istl-2566 115 45 ) ) PUNCT istl-2566 115 46 , , PUNCT istl-2566 115 47 dc.title dc.title X istl-2566 115 48 , , PUNCT istl-2566 115 49 dc.type dc.type NOUN istl-2566 115 50 , , PUNCT istl-2566 115 51 local.github.url local.github.url PROPN istl-2566 115 52 , , PUNCT istl-2566 115 53 local.sdfpubchemexternalids.url local.sdfpubchemexternalids.url PROPN istl-2566 115 54 . . PUNCT istl-2566 116 1 the the DET istl-2566 116 2 latter latter ADJ istl-2566 116 3 two two NUM istl-2566 116 4 local local ADJ istl-2566 116 5 metadata metadata ADJ istl-2566 116 6 elements element NOUN istl-2566 116 7 provide provide VERB istl-2566 116 8 cross cross NOUN istl-2566 116 9 links link NOUN istl-2566 116 10 to to ADP istl-2566 116 11 the the DET istl-2566 116 12 substance substance NOUN istl-2566 116 13 data datum NOUN istl-2566 116 14 on on ADP istl-2566 116 15 github github PROPN istl-2566 116 16 and and CCONJ istl-2566 116 17 pubchem pubchem PROPN istl-2566 116 18 . . PUNCT istl-2566 117 1 new new ADJ istl-2566 117 2 substance substance NOUN istl-2566 117 3 count count NOUN istl-2566 117 4 data datum NOUN istl-2566 117 5 collection collection NOUN istl-2566 117 6 to to PART istl-2566 117 7 find find VERB istl-2566 117 8 the the DET istl-2566 117 9 number number NOUN istl-2566 117 10 of of ADP istl-2566 117 11 newly newly ADV istl-2566 117 12 deposited deposit VERB istl-2566 117 13 substances substance NOUN istl-2566 117 14 in in ADP istl-2566 117 15 pubchem pubchem NOUN istl-2566 117 16 , , PUNCT istl-2566 117 17 the the DET istl-2566 117 18 total total ADJ istl-2566 117 19 number number NOUN istl-2566 117 20 of of ADP istl-2566 117 21 substances substance NOUN istl-2566 117 22 ( ( PUNCT istl-2566 117 23 sids sid NOUN istl-2566 117 24 for for ADP istl-2566 117 25 same same ADJ istl-2566 117 26 , , PUNCT istl-2566 117 27 mixtures mixture NOUN istl-2566 117 28 , , PUNCT istl-2566 117 29 and and CCONJ istl-2566 117 30 all all PRON istl-2566 117 31 ) ) PUNCT istl-2566 117 32 linked link VERB istl-2566 117 33 to to ADP istl-2566 117 34 each each PRON istl-2566 117 35 of of ADP istl-2566 117 36 the the DET istl-2566 117 37 ua ua PROPN istl-2566 117 38 deposited deposit VERB istl-2566 117 39 compound compound NOUN istl-2566 117 40 standardized standardize VERB istl-2566 117 41 records record NOUN istl-2566 117 42 were be AUX istl-2566 117 43 retrieved retrieve VERB istl-2566 117 44 . . PUNCT istl-2566 118 1 if if SCONJ istl-2566 118 2 there there PRON istl-2566 118 3 was be VERB istl-2566 118 4 only only ADV istl-2566 118 5 one one NUM istl-2566 118 6 associated associate VERB istl-2566 118 7 sid sid ADJ istl-2566 118 8 , , PUNCT istl-2566 118 9 the the DET istl-2566 118 10 structure structure NOUN istl-2566 118 11 was be AUX istl-2566 118 12 considered consider VERB istl-2566 118 13 new new ADJ istl-2566 118 14 to to ADP istl-2566 118 15 pubchem pubchem NOUN istl-2566 118 16 , , PUNCT istl-2566 118 17 and and CCONJ istl-2566 118 18 represents represent VERB istl-2566 118 19 a a DET istl-2566 118 20 new new ADJ istl-2566 118 21 deposition deposition NOUN istl-2566 118 22 . . PUNCT istl-2566 119 1 the the DET istl-2566 119 2 data data NOUN istl-2566 119 3 was be AUX istl-2566 119 4 programmatically programmatically ADV istl-2566 119 5 collected collect VERB istl-2566 119 6 using use VERB istl-2566 119 7 a a DET istl-2566 119 8 script script NOUN istl-2566 119 9 written write VERB istl-2566 119 10 in in ADP istl-2566 119 11 matlab matlab PROPN istl-2566 119 12 r2020a r2020a PROPN istl-2566 119 13 . . PUNCT istl-2566 120 1 the the DET istl-2566 120 2 matlab matlab PROPN istl-2566 120 3 script script NOUN istl-2566 120 4 uses use VERB istl-2566 120 5 the the DET istl-2566 120 6 pubchem pubchem PROPN istl-2566 120 7 power power NOUN istl-2566 120 8 user user NOUN istl-2566 120 9 gateway gateway NOUN istl-2566 120 10 web web NOUN istl-2566 120 11 requests request NOUN istl-2566 120 12 to to PART istl-2566 120 13 retrieve retrieve VERB istl-2566 120 14 the the DET istl-2566 120 15 data datum NOUN istl-2566 120 16 and and CCONJ istl-2566 120 17 is be AUX istl-2566 120 18 detailed detail VERB istl-2566 120 19 in in ADP istl-2566 120 20 a a DET istl-2566 120 21 separate separate ADJ istl-2566 120 22 article article NOUN istl-2566 120 23 ( ( PUNCT istl-2566 120 24 scalfani scalfani VERB istl-2566 120 25 et et PROPN istl-2566 120 26 al al PROPN istl-2566 120 27 . . PROPN istl-2566 120 28 2020 2020 NUM istl-2566 120 29 ) ) PUNCT istl-2566 121 1 the the DET istl-2566 121 2 substance substance NOUN istl-2566 121 3 count count NOUN istl-2566 121 4 data datum NOUN istl-2566 121 5 was be AUX istl-2566 121 6 collected collect VERB istl-2566 121 7 in in ADP istl-2566 121 8 may may PROPN istl-2566 121 9 2020 2020 NUM istl-2566 121 10 for for ADP istl-2566 121 11 each each PRON istl-2566 121 12 of of ADP istl-2566 121 13 the the DET istl-2566 121 14 ua ua ADJ istl-2566 121 15 substances substance NOUN istl-2566 121 16 deposited deposit VERB istl-2566 121 17 in in ADP istl-2566 121 18 pubchem pubchem PROPN istl-2566 121 19 . . PUNCT istl-2566 122 1 results result VERB istl-2566 122 2 thesis thesis NOUN istl-2566 122 3 content content VERB istl-2566 122 4 the the DET istl-2566 122 5 variety variety NOUN istl-2566 122 6 of of ADP istl-2566 122 7 chemistry chemistry NOUN istl-2566 122 8 encountered encounter VERB istl-2566 122 9 in in ADP istl-2566 122 10 the the DET istl-2566 122 11 selected select VERB istl-2566 122 12 73 73 NUM istl-2566 122 13 organic organic ADJ istl-2566 122 14 chemistry chemistry NOUN istl-2566 122 15 theses thesis NOUN istl-2566 122 16 was be AUX istl-2566 122 17 diverse diverse ADJ istl-2566 122 18 and and CCONJ istl-2566 122 19 reported report VERB istl-2566 122 20 substances substance NOUN istl-2566 122 21 synthesized synthesize VERB istl-2566 122 22 included include VERB istl-2566 122 23 , , PUNCT istl-2566 122 24 for for ADP istl-2566 122 25 example example NOUN istl-2566 122 26 , , PUNCT istl-2566 122 27 ionic ionic ADJ istl-2566 122 28 liquids liquid NOUN istl-2566 122 29 , , PUNCT istl-2566 122 30 natural natural ADJ istl-2566 122 31 products product NOUN istl-2566 122 32 , , PUNCT istl-2566 122 33 carbene carbene NOUN istl-2566 122 34 complexes complex NOUN istl-2566 122 35 , , PUNCT istl-2566 122 36 silyl silyl ADJ istl-2566 122 37 compounds compound NOUN istl-2566 122 38 , , PUNCT istl-2566 122 39 furanones furanone NOUN istl-2566 122 40 , , PUNCT istl-2566 122 41 ribose ribose ADJ istl-2566 122 42 derivatives derivative NOUN istl-2566 122 43 , , PUNCT istl-2566 122 44 and and CCONJ istl-2566 122 45 boronates boronate NOUN istl-2566 122 46 . . PUNCT istl-2566 123 1 on on ADP istl-2566 123 2 average average ADJ istl-2566 123 3 each each DET istl-2566 123 4 thesis thesis NOUN istl-2566 123 5 contained contain VERB istl-2566 123 6 39 39 NUM istl-2566 123 7 synthesized synthesize VERB istl-2566 123 8 substances substance NOUN istl-2566 123 9 with with ADP istl-2566 123 10 associated associate VERB istl-2566 123 11 characterization characterization NOUN istl-2566 123 12 data datum NOUN istl-2566 123 13 . . PUNCT istl-2566 124 1 by by ADP istl-2566 124 2 evaluating evaluate VERB istl-2566 124 3 thesis thesis NOUN istl-2566 124 4 titles title NOUN istl-2566 124 5 , , PUNCT istl-2566 124 6 we we PRON istl-2566 124 7 estimated estimate VERB istl-2566 124 8 that that SCONJ istl-2566 124 9 ~200 ~200 PRON istl-2566 124 10 of of ADP istl-2566 124 11 the the DET istl-2566 124 12 theses thesis NOUN istl-2566 124 13 at at ADP istl-2566 124 14 ua ua PROPN istl-2566 124 15 from from ADP istl-2566 124 16 1924 1924 NUM istl-2566 124 17 - - SYM istl-2566 124 18 2020 2020 NUM istl-2566 124 19 are be AUX istl-2566 124 20 in in ADP istl-2566 124 21 the the DET istl-2566 124 22 organic organic ADJ istl-2566 124 23 chemistry chemistry NOUN istl-2566 124 24 subject subject NOUN istl-2566 124 25 domain domain NOUN istl-2566 124 26 and and CCONJ istl-2566 124 27 have have VERB istl-2566 124 28 a a DET istl-2566 124 29 significant significant ADJ istl-2566 124 30 focus focus NOUN istl-2566 124 31 on on ADP istl-2566 124 32 small small ADJ istl-2566 124 33 molecule molecule NOUN istl-2566 124 34 synthesis synthesis NOUN istl-2566 124 35 , , PUNCT istl-2566 124 36 and and CCONJ istl-2566 124 37 as as ADP istl-2566 124 38 a a DET istl-2566 124 39 result result NOUN istl-2566 124 40 , , PUNCT istl-2566 124 41 our our PRON istl-2566 124 42 selected select VERB istl-2566 124 43 sample sample NOUN istl-2566 124 44 represents represent VERB istl-2566 124 45 about about ADV istl-2566 124 46 40 40 NUM istl-2566 124 47 % % NOUN istl-2566 124 48 of of ADP istl-2566 124 49 suitable suitable ADJ istl-2566 124 50 theses thesis NOUN istl-2566 124 51 at at ADP istl-2566 124 52 ua ua PROPN istl-2566 124 53 for for ADP istl-2566 124 54 organic organic ADJ istl-2566 124 55 chemistry chemistry NOUN istl-2566 124 56 substance substance NOUN istl-2566 124 57 registration registration NOUN istl-2566 124 58 . . PUNCT istl-2566 125 1 about about ADV istl-2566 125 2 30 30 NUM istl-2566 125 3 % % NOUN istl-2566 125 4 of of ADP istl-2566 125 5 the the DET istl-2566 125 6 theses thesis NOUN istl-2566 125 7 selected select VERB istl-2566 125 8 are be AUX istl-2566 125 9 available available ADJ istl-2566 125 10 in in ADP istl-2566 125 11 digital digital ADJ istl-2566 125 12 full full ADJ istl-2566 125 13 - - PUNCT istl-2566 125 14 text text NOUN istl-2566 125 15 format format NOUN istl-2566 125 16 . . PUNCT istl-2566 126 1 substance substance NOUN istl-2566 126 2 drawing drawing NOUN istl-2566 126 3 and and CCONJ istl-2566 126 4 machine machine NOUN istl-2566 126 5 - - PUNCT istl-2566 126 6 readable readable ADJ istl-2566 126 7 file file NOUN istl-2566 126 8 creation creation NOUN istl-2566 126 9 using use VERB istl-2566 126 10 the the DET istl-2566 126 11 workflow workflow NOUN istl-2566 126 12 described describe VERB istl-2566 126 13 in in ADP istl-2566 126 14 the the DET istl-2566 126 15 methods method NOUN istl-2566 126 16 section section NOUN istl-2566 127 1 , , PUNCT istl-2566 127 2 a a DET istl-2566 127 3 total total NOUN istl-2566 127 4 of of ADP istl-2566 127 5 2,885 2,885 NUM istl-2566 127 6 unique unique ADJ istl-2566 127 7 substances substance NOUN istl-2566 127 8 were be AUX istl-2566 127 9 manually manually ADV istl-2566 127 10 redrawn redrawn NOUN istl-2566 127 11 . . PUNCT istl-2566 128 1 the the DET istl-2566 128 2 majority majority NOUN istl-2566 128 3 of of ADP istl-2566 128 4 structures structure NOUN istl-2566 128 5 ( ( PUNCT istl-2566 128 6 ~94 ~94 VERB istl-2566 128 7 % % NOUN istl-2566 128 8 ) ) PUNCT istl-2566 128 9 were be AUX istl-2566 128 10 drawn draw VERB istl-2566 128 11 in in ADP istl-2566 128 12 chemaxon chemaxon NOUN istl-2566 128 13 marvinsketch marvinsketch NOUN istl-2566 128 14 with with ADP istl-2566 128 15 the the DET istl-2566 128 16 remaining remain VERB istl-2566 128 17 substances substance NOUN istl-2566 128 18 , , PUNCT istl-2566 128 19 originally originally ADV istl-2566 128 20 depicted depict VERB istl-2566 128 21 as as ADP istl-2566 128 22 perspective perspective NOUN istl-2566 128 23 representations representation NOUN istl-2566 128 24 , , PUNCT istl-2566 128 25 drawn draw VERB istl-2566 128 26 in in ADP istl-2566 128 27 knowitall knowitall PROPN istl-2566 128 28 chemwindow chemwindow PROPN istl-2566 128 29 . . PUNCT istl-2566 129 1 for for ADP istl-2566 129 2 reference reference NOUN istl-2566 129 3 , , PUNCT istl-2566 129 4 if if SCONJ istl-2566 129 5 no no DET istl-2566 129 6 challenges challenge NOUN istl-2566 129 7 were be AUX istl-2566 129 8 encountered encounter VERB istl-2566 129 9 , , PUNCT istl-2566 129 10 we we PRON istl-2566 129 11 could could AUX istl-2566 129 12 typically typically ADV istl-2566 129 13 draw draw VERB istl-2566 129 14 60 60 NUM istl-2566 129 15 substances substance NOUN istl-2566 129 16 in in ADP istl-2566 129 17 about about ADV istl-2566 129 18 3 3 NUM istl-2566 129 19 hours hour NOUN istl-2566 129 20 , , PUNCT istl-2566 129 21 and and CCONJ istl-2566 129 22 then then ADV istl-2566 129 23 complete complete VERB istl-2566 129 24 the the DET istl-2566 129 25 remainder remainder NOUN istl-2566 129 26 of of ADP istl-2566 129 27 the the DET istl-2566 129 28 workflow workflow NOUN istl-2566 129 29 in in ADP istl-2566 129 30 minutes minute NOUN istl-2566 129 31 . . PUNCT istl-2566 130 1 substance substance NOUN istl-2566 130 2 registration registration NOUN istl-2566 130 3 and and CCONJ istl-2566 130 4 interoperability interoperability NOUN istl-2566 130 5 check check NOUN istl-2566 130 6 with with ADP istl-2566 130 7 inchi inchi NOUN istl-2566 130 8 in in ADP istl-2566 130 9 our our PRON istl-2566 130 10 workflow workflow NOUN istl-2566 130 11 , , PUNCT istl-2566 130 12 we we PRON istl-2566 130 13 tracked track VERB istl-2566 130 14 substances substance NOUN istl-2566 130 15 by by ADP istl-2566 130 16 their their PRON istl-2566 130 17 calculated calculate VERB istl-2566 130 18 standard standard ADJ istl-2566 130 19 inchikey inchikey NOUN istl-2566 130 20 . . PUNCT istl-2566 131 1 a a DET istl-2566 131 2 compiled compile VERB istl-2566 131 3 tabular tabular ADJ istl-2566 131 4 list list NOUN istl-2566 131 5 of of ADP istl-2566 131 6 inchikeys inchikey NOUN istl-2566 131 7 and and CCONJ istl-2566 131 8 a a DET istl-2566 131 9 unique unique ADJ istl-2566 131 10 identifier identifier NOUN istl-2566 131 11 ( ( PUNCT istl-2566 131 12 e.g. e.g. ADV istl-2566 131 13 , , PUNCT istl-2566 131 14 ualib-1 ualib-1 SPACE istl-2566 131 15 ) ) PUNCT istl-2566 131 16 served serve VERB istl-2566 131 17 as as ADP istl-2566 131 18 our our PRON istl-2566 131 19 internal internal ADJ istl-2566 131 20 registry registry NOUN istl-2566 131 21 list list NOUN istl-2566 131 22 . . PUNCT istl-2566 132 1 if if SCONJ istl-2566 132 2 the the DET istl-2566 132 3 calculated calculate VERB istl-2566 132 4 standard standard ADJ istl-2566 132 5 inchikey inchikey NOUN istl-2566 132 6 for for ADP istl-2566 132 7 a a DET istl-2566 132 8 substance substance NOUN istl-2566 132 9 was be AUX istl-2566 132 10 unique unique ADJ istl-2566 132 11 , , PUNCT istl-2566 132 12 the the DET istl-2566 132 13 substance substance NOUN istl-2566 132 14 was be AUX istl-2566 132 15 determined determine VERB istl-2566 132 16 as as ADP istl-2566 132 17 new new ADJ istl-2566 132 18 and and CCONJ istl-2566 132 19 added add VERB istl-2566 132 20 to to ADP istl-2566 132 21 our our PRON istl-2566 132 22 internal internal ADJ istl-2566 132 23 registry registry NOUN istl-2566 132 24 list list NOUN istl-2566 132 25 . . PUNCT istl-2566 133 1 if if SCONJ istl-2566 133 2 the the DET istl-2566 133 3 substance substance NOUN istl-2566 133 4 was be AUX istl-2566 133 5 identified identify VERB istl-2566 133 6 as as ADP istl-2566 133 7 a a DET istl-2566 133 8 duplicate duplicate ADJ istl-2566 133 9 inchikey inchikey NOUN istl-2566 133 10 within within ADP istl-2566 133 11 our our PRON istl-2566 133 12 substance substance NOUN istl-2566 133 13 registry registry NOUN istl-2566 133 14 list list NOUN istl-2566 133 15 , , PUNCT istl-2566 133 16 it it PRON istl-2566 133 17 was be AUX istl-2566 133 18 assigned assign VERB istl-2566 133 19 the the DET istl-2566 133 20 previously previously ADV istl-2566 133 21 known know VERB istl-2566 133 22 registry registry NOUN istl-2566 133 23 identifier identifier ADV istl-2566 133 24 . . PUNCT istl-2566 134 1 in in ADP istl-2566 134 2 all all PRON istl-2566 134 3 of of ADP istl-2566 134 4 the the DET istl-2566 134 5 substances substance NOUN istl-2566 134 6 we we PRON istl-2566 134 7 selected select VERB istl-2566 134 8 , , PUNCT istl-2566 134 9 there there PRON istl-2566 134 10 were be VERB istl-2566 134 11 76 76 NUM istl-2566 134 12 duplicates duplicate NOUN istl-2566 134 13 identified identify VERB istl-2566 134 14 ( ( PUNCT istl-2566 134 15 2.6 2.6 NUM istl-2566 134 16 % % NOUN istl-2566 134 17 ) ) PUNCT istl-2566 134 18 using use VERB istl-2566 134 19 the the DET istl-2566 134 20 standard standard ADJ istl-2566 134 21 inchi inchi NOUN istl-2566 134 22 . . PUNCT istl-2566 135 1 for for ADP istl-2566 135 2 these these DET istl-2566 135 3 substances substance NOUN istl-2566 135 4 , , PUNCT istl-2566 135 5 the the DET istl-2566 135 6 result result NOUN istl-2566 135 7 is be AUX istl-2566 135 8 that that SCONJ istl-2566 135 9 they they PRON istl-2566 135 10 have have VERB istl-2566 135 11 more more ADJ istl-2566 135 12 than than ADP istl-2566 135 13 one one NUM istl-2566 135 14 associated associate VERB istl-2566 135 15 thesis thesis NOUN istl-2566 135 16 reference reference NOUN istl-2566 135 17 in in ADP istl-2566 135 18 our our PRON istl-2566 135 19 local local ADJ istl-2566 135 20 registry registry NOUN istl-2566 135 21 identifier identifier NOUN istl-2566 135 22 list list NOUN istl-2566 135 23 . . PUNCT istl-2566 136 1 the the DET istl-2566 136 2 standard standard ADJ istl-2566 136 3 inchi inchi PROPN istl-2566 136 4 was be AUX istl-2566 136 5 also also ADV istl-2566 136 6 used use VERB istl-2566 136 7 to to PART istl-2566 136 8 check check VERB istl-2566 136 9 the the DET istl-2566 136 10 consistency consistency NOUN istl-2566 136 11 of of ADP istl-2566 136 12 the the DET istl-2566 136 13 chemical chemical NOUN istl-2566 136 14 substance substance NOUN istl-2566 136 15 data datum NOUN istl-2566 136 16 exchange exchange NOUN istl-2566 136 17 between between ADP istl-2566 136 18 the the DET istl-2566 136 19 cheminformatics cheminformatic NOUN istl-2566 136 20 toolkits toolkit NOUN istl-2566 136 21 . . PUNCT istl-2566 137 1 smiles smile NOUN istl-2566 137 2 and and CCONJ istl-2566 137 3 file file NOUN istl-2566 137 4 format format NOUN istl-2566 137 5 reading read VERB istl-2566 137 6 differences difference NOUN istl-2566 137 7 between between ADP istl-2566 137 8 toolkits toolkit NOUN istl-2566 137 9 are be AUX istl-2566 137 10 known know VERB istl-2566 137 11 to to PART istl-2566 137 12 exist exist VERB istl-2566 137 13 ( ( PUNCT istl-2566 137 14 o’boyle o’boyle PROPN istl-2566 137 15 et et PROPN istl-2566 137 16 al al PROPN istl-2566 137 17 . . PROPN istl-2566 137 18 2018 2018 NUM istl-2566 137 19 ) ) PUNCT istl-2566 137 20 , , PUNCT istl-2566 137 21 and and CCONJ istl-2566 137 22 since since SCONJ istl-2566 137 23 we we PRON istl-2566 137 24 were be AUX istl-2566 137 25 transferring transfer VERB istl-2566 137 26 chemaxon chemaxon NOUN istl-2566 137 27 generated generate VERB istl-2566 137 28 smiles smile NOUN istl-2566 137 29 to to AUX istl-2566 137 30 rdkit rdkit ADJ istl-2566 137 31 , , PUNCT istl-2566 137 32 comparing compare VERB istl-2566 137 33 the the DET istl-2566 137 34 individual individual ADJ istl-2566 137 35 toolkit toolkit NOUN istl-2566 138 1 calculated calculate VERB istl-2566 138 2 standard standard NOUN istl-2566 138 3 inchis inchis PROPN istl-2566 138 4 was be AUX istl-2566 138 5 a a DET istl-2566 138 6 convenient convenient ADJ istl-2566 138 7 way way NOUN istl-2566 138 8 to to PART istl-2566 138 9 check check VERB istl-2566 138 10 for for ADP istl-2566 138 11 consistency consistency NOUN istl-2566 138 12 ( ( PUNCT istl-2566 138 13 akhondi akhondi VERB istl-2566 138 14 et et PROPN istl-2566 138 15 al al PROPN istl-2566 138 16 . . PROPN istl-2566 138 17 2012 2012 NUM istl-2566 138 18 ; ; PUNCT istl-2566 138 19 o’boyle o’boyle PROPN istl-2566 138 20 et et PROPN istl-2566 138 21 al al PROPN istl-2566 138 22 . . PROPN istl-2566 138 23 2018 2018 NUM istl-2566 138 24 ) ) PUNCT istl-2566 138 25 . . PUNCT istl-2566 139 1 in in ADP istl-2566 139 2 total total NOUN istl-2566 139 3 , , PUNCT istl-2566 139 4 there there PRON istl-2566 139 5 were be VERB istl-2566 139 6 19 19 NUM istl-2566 139 7 chemical chemical ADJ istl-2566 139 8 substances substance NOUN istl-2566 139 9 ( ( PUNCT istl-2566 139 10 0.7 0.7 NUM istl-2566 139 11 % % NOUN istl-2566 139 12 ) ) PUNCT istl-2566 139 13 where where SCONJ istl-2566 139 14 the the DET istl-2566 139 15 calculated calculate VERB istl-2566 139 16 standard standard NOUN istl-2566 139 17 inchis inchis PROPN istl-2566 139 18 did do AUX istl-2566 139 19 not not PART istl-2566 139 20 match match VERB istl-2566 139 21 between between ADP istl-2566 139 22 the the DET istl-2566 139 23 toolkits toolkit NOUN istl-2566 139 24 . . PUNCT istl-2566 140 1 we we PRON istl-2566 140 2 hypothesize hypothesize VERB istl-2566 140 3 that that SCONJ istl-2566 140 4 the the DET istl-2566 140 5 differences difference NOUN istl-2566 140 6 are be AUX istl-2566 140 7 a a DET istl-2566 140 8 result result NOUN istl-2566 140 9 of of ADP istl-2566 140 10 a a DET istl-2566 140 11 2d 2d NOUN istl-2566 140 12 drawing drawing NOUN istl-2566 140 13 limitation limitation NOUN istl-2566 140 14 ( ( PUNCT istl-2566 140 15 clark clark NOUN istl-2566 140 16 et et PROPN istl-2566 140 17 al al PROPN istl-2566 140 18 . . PROPN istl-2566 140 19 2006 2006 NUM istl-2566 140 20 ; ; PUNCT istl-2566 140 21 frączek frączek PROPN istl-2566 140 22 2016 2016 NUM istl-2566 140 23 ) ) PUNCT istl-2566 140 24 leading lead VERB istl-2566 140 25 to to ADP istl-2566 140 26 a a DET istl-2566 140 27 different different ADJ istl-2566 140 28 calculated calculated ADJ istl-2566 140 29 inchi inchi NOUN istl-2566 140 30 ( ( PUNCT istl-2566 140 31 there there PRON istl-2566 140 32 are be VERB istl-2566 140 33 no no DET istl-2566 140 34 coordinates coordinate NOUN istl-2566 140 35 in in ADP istl-2566 140 36 smiles smile NOUN istl-2566 140 37 ) ) PUNCT istl-2566 140 38 . . PUNCT istl-2566 141 1 out out ADP istl-2566 141 2 of of ADP istl-2566 141 3 caution caution NOUN istl-2566 141 4 , , PUNCT istl-2566 141 5 we we PRON istl-2566 141 6 submitted submit VERB istl-2566 141 7 these these DET istl-2566 141 8 19 19 NUM istl-2566 141 9 substances substance NOUN istl-2566 141 10 as as ADP istl-2566 141 11 chemaxon chemaxon NOUN istl-2566 141 12 molfiles molfile NOUN istl-2566 141 13 , , PUNCT istl-2566 141 14 which which PRON istl-2566 141 15 includes include VERB istl-2566 141 16 the the DET istl-2566 141 17 original original ADJ istl-2566 141 18 2d 2d NOUN istl-2566 141 19 coordinates coordinate NOUN istl-2566 141 20 , , PUNCT istl-2566 141 21 directly directly ADV istl-2566 141 22 to to ADP istl-2566 141 23 pubchem pubchem NOUN istl-2566 141 24 , , PUNCT istl-2566 141 25 without without ADP istl-2566 141 26 any any DET istl-2566 141 27 local local ADJ istl-2566 141 28 transfer transfer NOUN istl-2566 141 29 to to ADP istl-2566 141 30 other other ADJ istl-2566 141 31 toolkits toolkit NOUN istl-2566 141 32 . . PUNCT istl-2566 142 1 no no DET istl-2566 142 2 critical critical ADJ istl-2566 142 3 differences difference NOUN istl-2566 142 4 were be AUX istl-2566 142 5 observed observe VERB istl-2566 142 6 compared compare VERB istl-2566 142 7 to to ADP istl-2566 142 8 the the DET istl-2566 142 9 original original ADJ istl-2566 142 10 chemaxon chemaxon NOUN istl-2566 142 11 smiles smile NOUN istl-2566 142 12 to to ADP istl-2566 142 13 rdkit rdkit ADJ istl-2566 142 14 molfile molfile NOUN istl-2566 142 15 derived derive VERB istl-2566 142 16 submission submission NOUN istl-2566 142 17 after after ADP istl-2566 142 18 the the DET istl-2566 142 19 pubchem pubchem PROPN istl-2566 142 20 standardization standardization NOUN istl-2566 142 21 process process NOUN istl-2566 142 22 . . PUNCT istl-2566 143 1 compounds compound NOUN istl-2566 143 2 were be AUX istl-2566 143 3 standardized standardize VERB istl-2566 143 4 in in ADP istl-2566 143 5 pubchem pubchem NOUN istl-2566 143 6 compound compound NOUN istl-2566 143 7 in in ADP istl-2566 143 8 the the DET istl-2566 143 9 same same ADJ istl-2566 143 10 manner manner NOUN istl-2566 143 11 . . PUNCT istl-2566 144 1 pubchem pubchem PROPN istl-2566 144 2 deposition deposition VERB istl-2566 144 3 the the DET istl-2566 144 4 substance substance NOUN istl-2566 144 5 data datum NOUN istl-2566 144 6 was be AUX istl-2566 144 7 deposited deposit VERB istl-2566 144 8 in in ADP istl-2566 144 9 pubchem pubchem NOUN istl-2566 144 10 through through ADP istl-2566 144 11 their their PRON istl-2566 144 12 pubchem pubchem NOUN istl-2566 144 13 upload upload NOUN istl-2566 144 14 interface interface NOUN istl-2566 144 15 as as ADP istl-2566 144 16 either either CCONJ istl-2566 144 17 a a DET istl-2566 144 18 sdfile sdfile NOUN istl-2566 144 19 or or CCONJ istl-2566 144 20 a a DET istl-2566 144 21 csv csv ADJ istl-2566 144 22 text text NOUN istl-2566 144 23 file file NOUN istl-2566 144 24 . . PUNCT istl-2566 145 1 after after ADP istl-2566 145 2 submission submission NOUN istl-2566 145 3 , , PUNCT istl-2566 145 4 it it PRON istl-2566 145 5 typically typically ADV istl-2566 145 6 took take VERB istl-2566 145 7 3 3 NUM istl-2566 145 8 - - SYM istl-2566 145 9 7 7 NUM istl-2566 145 10 days day NOUN istl-2566 145 11 for for SCONJ istl-2566 145 12 pubchem pubchem NOUN istl-2566 145 13 to to PART istl-2566 145 14 process process VERB istl-2566 145 15 the the DET istl-2566 145 16 data datum NOUN istl-2566 145 17 and and CCONJ istl-2566 145 18 assign assign VERB istl-2566 145 19 public public ADJ istl-2566 145 20 pubchem pubchem NOUN istl-2566 145 21 sids sid NOUN istl-2566 145 22 from from ADP istl-2566 145 23 the the DET istl-2566 145 24 substance substance NOUN istl-2566 145 25 database database NOUN istl-2566 145 26 along along ADP istl-2566 145 27 with with ADP istl-2566 145 28 the the DET istl-2566 145 29 linked link VERB istl-2566 145 30 standardized standardized ADJ istl-2566 145 31 pubchem pubchem NOUN istl-2566 145 32 cids cid NOUN istl-2566 145 33 from from ADP istl-2566 145 34 the the DET istl-2566 145 35 compound compound NOUN istl-2566 145 36 database database NOUN istl-2566 145 37 . . PUNCT istl-2566 146 1 each each DET istl-2566 146 2 sid sid ADJ istl-2566 146 3 record record NOUN istl-2566 146 4 in in ADP istl-2566 146 5 pubchem pubchem NOUN istl-2566 146 6 deposited deposit VERB istl-2566 146 7 by by ADP istl-2566 146 8 ua ua PROPN istl-2566 146 9 libraries library NOUN istl-2566 146 10 uses use VERB istl-2566 146 11 the the DET istl-2566 146 12 external external ADJ istl-2566 146 13 i i NOUN istl-2566 146 14 d d PROPN istl-2566 146 15 field field NOUN istl-2566 146 16 to to PART istl-2566 146 17 link link VERB istl-2566 146 18 to to ADP istl-2566 146 19 the the DET istl-2566 146 20 full full ADJ istl-2566 146 21 - - PUNCT istl-2566 146 22 text text NOUN istl-2566 146 23 thesis thesis NOUN istl-2566 146 24 in in ADP istl-2566 146 25 the the DET istl-2566 146 26 ua ua NOUN istl-2566 146 27 ir ir PROPN istl-2566 146 28 or or CCONJ istl-2566 146 29 the the DET istl-2566 146 30 catalog catalog NOUN istl-2566 146 31 metadata metadata PROPN istl-2566 146 32 record record NOUN istl-2566 146 33 if if SCONJ istl-2566 146 34 the the DET istl-2566 146 35 full full ADJ istl-2566 146 36 text text NOUN istl-2566 146 37 is be AUX istl-2566 146 38 not not PART istl-2566 146 39 available available ADJ istl-2566 146 40 yet yet ADV istl-2566 146 41 ( ( PUNCT istl-2566 146 42 figure figure NOUN istl-2566 146 43 1 1 NUM istl-2566 146 44 ) ) PUNCT istl-2566 146 45 . . PUNCT istl-2566 147 1 figure figure VERB istl-2566 147 2 1 1 NUM istl-2566 147 3 . . X istl-2566 147 4 example example NOUN istl-2566 147 5 of of ADP istl-2566 147 6 a a DET istl-2566 147 7 pubchem pubchem NOUN istl-2566 147 8 sid sid ADJ istl-2566 147 9 record record NOUN istl-2566 147 10 with with ADP istl-2566 147 11 link link NOUN istl-2566 147 12 to to ADP istl-2566 147 13 the the DET istl-2566 147 14 ua ua PROPN istl-2566 147 15 libraries library NOUN istl-2566 147 16 we we PRON istl-2566 147 17 also also ADV istl-2566 147 18 added add VERB istl-2566 147 19 the the DET istl-2566 147 20 full full ADJ istl-2566 147 21 bibliographic bibliographic ADJ istl-2566 147 22 citation citation NOUN istl-2566 147 23 of of ADP istl-2566 147 24 each each DET istl-2566 147 25 thesis thesis NOUN istl-2566 147 26 in in ADP istl-2566 147 27 the the DET istl-2566 147 28 depositor depositor NOUN istl-2566 147 29 comment comment NOUN istl-2566 147 30 field field NOUN istl-2566 147 31 . . PUNCT istl-2566 148 1 we we PRON istl-2566 148 2 notified notify VERB istl-2566 148 3 pubchem pubchem PROPN istl-2566 148 4 staff staff NOUN istl-2566 148 5 that that PRON istl-2566 148 6 our our PRON istl-2566 148 7 depositions deposition NOUN istl-2566 148 8 contained contain VERB istl-2566 148 9 linked link VERB istl-2566 148 10 synthetic synthetic ADJ istl-2566 148 11 preparatory preparatory ADJ istl-2566 148 12 procedures procedure NOUN istl-2566 148 13 in in ADP istl-2566 148 14 the the DET istl-2566 148 15 original original ADJ istl-2566 148 16 thesis thesis NOUN istl-2566 148 17 reference reference NOUN istl-2566 148 18 . . PUNCT istl-2566 149 1 as as ADP istl-2566 149 2 a a DET istl-2566 149 3 result result NOUN istl-2566 149 4 , , PUNCT istl-2566 149 5 pubchem pubchem PROPN istl-2566 149 6 created create VERB istl-2566 149 7 a a DET istl-2566 149 8 workflow workflow NOUN istl-2566 149 9 on on ADP istl-2566 149 10 their their PRON istl-2566 149 11 end end NOUN istl-2566 149 12 during during ADP istl-2566 149 13 the the DET istl-2566 149 14 standardization standardization NOUN istl-2566 149 15 process process NOUN istl-2566 149 16 , , PUNCT istl-2566 149 17 which which PRON istl-2566 149 18 created create VERB istl-2566 149 19 a a DET istl-2566 149 20 “ " PUNCT istl-2566 149 21 synthesis synthesis NOUN istl-2566 149 22 reference reference NOUN istl-2566 149 23 ” " PUNCT istl-2566 149 24 annotation annotation NOUN istl-2566 149 25 from from ADP istl-2566 149 26 the the DET istl-2566 149 27 bibliographic bibliographic ADJ istl-2566 149 28 reference reference NOUN istl-2566 149 29 in in ADP istl-2566 149 30 the the DET istl-2566 149 31 depositor depositor NOUN istl-2566 149 32 comment comment NOUN istl-2566 149 33 field field NOUN istl-2566 149 34 . . PUNCT istl-2566 150 1 the the DET istl-2566 150 2 thesis thesis NOUN istl-2566 150 3 reference reference NOUN istl-2566 150 4 is be AUX istl-2566 150 5 then then ADV istl-2566 150 6 displayed display VERB istl-2566 150 7 on on ADP istl-2566 150 8 the the DET istl-2566 150 9 associated associated ADJ istl-2566 150 10 cid cid NOUN istl-2566 150 11 record record NOUN istl-2566 150 12 page page NOUN istl-2566 150 13 in in ADP istl-2566 150 14 the the DET istl-2566 150 15 “ " PUNCT istl-2566 150 16 synthesis synthesis NOUN istl-2566 150 17 reference reference NOUN istl-2566 150 18 ” " PUNCT istl-2566 150 19 literature literature NOUN istl-2566 150 20 section section NOUN istl-2566 150 21 ( ( PUNCT istl-2566 150 22 figure figure NOUN istl-2566 150 23 2 2 NUM istl-2566 150 24 ) ) PUNCT istl-2566 150 25 . . PUNCT istl-2566 151 1 figure figure VERB istl-2566 151 2 2 2 NUM istl-2566 151 3 . . X istl-2566 151 4 example example NOUN istl-2566 151 5 of of ADP istl-2566 151 6 pubchem pubchem PROPN istl-2566 151 7 cid cid PROPN istl-2566 151 8 record record NOUN istl-2566 151 9 showing show VERB istl-2566 151 10 the the DET istl-2566 151 11 thesis thesis NOUN istl-2566 151 12 reference reference NOUN istl-2566 151 13 in in ADP istl-2566 151 14 the the DET istl-2566 151 15 literature literature NOUN istl-2566 151 16 section section NOUN istl-2566 151 17 evaluation evaluation NOUN istl-2566 151 18 of of ADP istl-2566 151 19 substances substance NOUN istl-2566 151 20 deposited deposit VERB istl-2566 151 21 using use VERB istl-2566 151 22 pubchem pubchem PROPN istl-2566 151 23 programmatic programmatic ADJ istl-2566 151 24 web web NOUN istl-2566 151 25 requests request NOUN istl-2566 151 26 , , PUNCT istl-2566 151 27 we we PRON istl-2566 151 28 found find VERB istl-2566 151 29 that that SCONJ istl-2566 151 30 1,461 1,461 NUM istl-2566 151 31 ( ( PUNCT istl-2566 151 32 51 51 NUM istl-2566 151 33 % % NOUN istl-2566 151 34 ) ) PUNCT istl-2566 151 35 of of ADP istl-2566 151 36 the the DET istl-2566 151 37 ua ua PROPN istl-2566 151 38 thesis thesis NOUN istl-2566 151 39 pubchem pubchem PROPN istl-2566 151 40 standardized standardize VERB istl-2566 151 41 compounds compound NOUN istl-2566 151 42 had have VERB istl-2566 151 43 only only ADV istl-2566 151 44 one one NUM istl-2566 151 45 associated associated ADJ istl-2566 151 46 substance substance NOUN istl-2566 151 47 identifier identifier NOUN istl-2566 151 48 ( ( PUNCT istl-2566 151 49 sid sid ADJ istl-2566 151 50 ) ) PUNCT istl-2566 151 51 , , PUNCT istl-2566 151 52 and and CCONJ istl-2566 151 53 were be AUX istl-2566 151 54 , , PUNCT istl-2566 151 55 therefore therefore ADV istl-2566 151 56 , , PUNCT istl-2566 151 57 new new ADJ istl-2566 151 58 to to ADP istl-2566 151 59 the the DET istl-2566 151 60 pubchem pubchem PROPN istl-2566 151 61 database database NOUN istl-2566 151 62 at at ADP istl-2566 151 63 the the DET istl-2566 151 64 time time NOUN istl-2566 151 65 of of ADP istl-2566 151 66 deposition deposition NOUN istl-2566 151 67 . . PUNCT istl-2566 152 1 pubchem pubchem PROPN istl-2566 152 2 compound compound PROPN istl-2566 152 3 considers consider VERB istl-2566 152 4 mixtures mixture NOUN istl-2566 152 5 as as ADP istl-2566 152 6 unique unique ADJ istl-2566 152 7 and and CCONJ istl-2566 152 8 since since SCONJ istl-2566 152 9 our our PRON istl-2566 152 10 depositions deposition NOUN istl-2566 152 11 include include VERB istl-2566 152 12 mixtures mixture NOUN istl-2566 152 13 , , PUNCT istl-2566 152 14 the the DET istl-2566 152 15 unique unique ADJ istl-2566 152 16 percentage percentage NOUN istl-2566 152 17 of of ADP istl-2566 152 18 51 51 NUM istl-2566 152 19 % % NOUN istl-2566 152 20 may may AUX istl-2566 152 21 be be AUX istl-2566 152 22 slightly slightly ADV istl-2566 152 23 inflated inflate VERB istl-2566 152 24 . . PUNCT istl-2566 153 1 we we PRON istl-2566 153 2 had have VERB istl-2566 153 3 a a DET istl-2566 153 4 total total NOUN istl-2566 153 5 of of ADP istl-2566 153 6 298 298 NUM istl-2566 153 7 mixture mixture NOUN istl-2566 153 8 submissions submission NOUN istl-2566 153 9 . . PUNCT istl-2566 154 1 if if SCONJ istl-2566 154 2 we we PRON istl-2566 154 3 assume assume VERB istl-2566 154 4 that that SCONJ istl-2566 154 5 all all PRON istl-2566 154 6 of of ADP istl-2566 154 7 the the DET istl-2566 154 8 mixtures mixture NOUN istl-2566 154 9 had have AUX istl-2566 154 10 known know VERB istl-2566 154 11 individual individual ADJ istl-2566 154 12 components component NOUN istl-2566 154 13 , , PUNCT istl-2566 154 14 this this PRON istl-2566 154 15 brings bring VERB istl-2566 154 16 the the DET istl-2566 154 17 new new ADJ istl-2566 154 18 compound compound NOUN istl-2566 154 19 percentage percentage NOUN istl-2566 154 20 down down ADP istl-2566 154 21 to to ADP istl-2566 154 22 40 40 NUM istl-2566 154 23 % % NOUN istl-2566 154 24 . . PUNCT istl-2566 155 1 discussion discussion NOUN istl-2566 155 2 thesis thesis NOUN istl-2566 155 3 selection selection NOUN istl-2566 155 4 , , PUNCT istl-2566 155 5 full full ADJ istl-2566 155 6 text text NOUN istl-2566 155 7 limitations limitation NOUN istl-2566 155 8 , , PUNCT istl-2566 155 9 and and CCONJ istl-2566 155 10 copyright copyright NOUN istl-2566 155 11 considerations consideration NOUN istl-2566 155 12 theses theses PROPN istl-2566 155 13 containing contain VERB istl-2566 155 14 organic organic NOUN istl-2566 155 15 , , PUNCT istl-2566 155 16 and and CCONJ istl-2566 155 17 some some DET istl-2566 155 18 limited limited ADJ istl-2566 155 19 organometallic organometallic NOUN istl-2566 155 20 , , PUNCT istl-2566 155 21 substances substance NOUN istl-2566 155 22 are be AUX istl-2566 155 23 great great ADJ istl-2566 155 24 candidates candidate NOUN istl-2566 155 25 for for ADP istl-2566 155 26 substance substance NOUN istl-2566 155 27 data datum NOUN istl-2566 155 28 sharing sharing NOUN istl-2566 155 29 as as SCONJ istl-2566 155 30 these these DET istl-2566 155 31 molecules molecule NOUN istl-2566 155 32 are be AUX istl-2566 155 33 most most ADV istl-2566 155 34 easily easily ADV istl-2566 155 35 represented represent VERB istl-2566 155 36 as as ADP istl-2566 155 37 machine machine NOUN istl-2566 155 38 - - PUNCT istl-2566 155 39 readable readable ADJ istl-2566 155 40 formats format NOUN istl-2566 155 41 with with ADP istl-2566 155 42 available available ADJ istl-2566 155 43 cheminformatics cheminformatic NOUN istl-2566 155 44 software software NOUN istl-2566 155 45 ( ( PUNCT istl-2566 155 46 clark clark NOUN istl-2566 155 47 2011 2011 NUM istl-2566 155 48 ; ; PUNCT istl-2566 155 49 warr warr PROPN istl-2566 155 50 2011 2011 NUM istl-2566 155 51 ; ; PUNCT istl-2566 155 52 hähnke hähnke PROPN istl-2566 155 53 et et NOUN istl-2566 155 54 al al PROPN istl-2566 155 55 . . PROPN istl-2566 155 56 2018 2018 NUM istl-2566 155 57 ) ) PUNCT istl-2566 155 58 . . PUNCT istl-2566 156 1 we we PRON istl-2566 156 2 , , PUNCT istl-2566 156 3 therefore therefore ADV istl-2566 156 4 , , PUNCT istl-2566 156 5 considered consider VERB istl-2566 156 6 organic organic ADJ istl-2566 156 7 chemistry chemistry NOUN istl-2566 156 8 theses these VERB istl-2566 156 9 to to PART istl-2566 156 10 be be AUX istl-2566 156 11 the the DET istl-2566 156 12 priority priority NOUN istl-2566 156 13 area area NOUN istl-2566 156 14 for for ADP istl-2566 156 15 substance substance NOUN istl-2566 156 16 registration registration NOUN istl-2566 156 17 and and CCONJ istl-2566 156 18 substance substance NOUN istl-2566 156 19 data datum NOUN istl-2566 156 20 sharing sharing NOUN istl-2566 156 21 . . PUNCT istl-2566 157 1 the the DET istl-2566 157 2 majority majority NOUN istl-2566 157 3 of of ADP istl-2566 157 4 the the DET istl-2566 157 5 theses thesis NOUN istl-2566 157 6 we we PRON istl-2566 157 7 identified identify VERB istl-2566 157 8 at at ADP istl-2566 157 9 ua ua PROPN istl-2566 157 10 from from ADP istl-2566 157 11 1924 1924 NUM istl-2566 157 12 through through ADP istl-2566 157 13 2020 2020 NUM istl-2566 157 14 as as ADP istl-2566 157 15 having have VERB istl-2566 157 16 an an DET istl-2566 157 17 organic organic ADJ istl-2566 157 18 chemistry chemistry NOUN istl-2566 157 19 focus focus NOUN istl-2566 157 20 ( ( PUNCT istl-2566 157 21 ~200 ~200 PROPN istl-2566 157 22 ) ) PUNCT istl-2566 157 23 , , PUNCT istl-2566 157 24 were be AUX istl-2566 157 25 only only ADV istl-2566 157 26 available available ADJ istl-2566 157 27 in in ADP istl-2566 157 28 print print NOUN istl-2566 157 29 . . PUNCT istl-2566 158 1 as as ADP istl-2566 158 2 such such ADJ istl-2566 158 3 , , PUNCT istl-2566 158 4 we we PRON istl-2566 158 5 considered consider VERB istl-2566 158 6 and and CCONJ istl-2566 158 7 experimented experiment VERB istl-2566 158 8 with with ADP istl-2566 158 9 retrospective retrospective ADJ istl-2566 158 10 digital digital ADJ istl-2566 158 11 scanning scanning NOUN istl-2566 158 12 of of ADP istl-2566 158 13 theses thesis NOUN istl-2566 158 14 and and CCONJ istl-2566 158 15 deposition deposition NOUN istl-2566 158 16 of of ADP istl-2566 158 17 the the DET istl-2566 158 18 full full ADJ istl-2566 158 19 text text NOUN istl-2566 158 20 in in ADP istl-2566 158 21 the the DET istl-2566 158 22 ua ua NOUN istl-2566 158 23 ir ir ADV istl-2566 158 24 as as SCONJ istl-2566 158 25 permitted permit VERB istl-2566 158 26 by by ADP istl-2566 158 27 copyright copyright NOUN istl-2566 158 28 ( ( PUNCT istl-2566 158 29 copyright copyright NOUN istl-2566 158 30 advisory advisory ADJ istl-2566 158 31 network network NOUN istl-2566 158 32 2020 2020 NUM istl-2566 158 33 ) ) PUNCT istl-2566 158 34 . . PUNCT istl-2566 159 1 however however ADV istl-2566 159 2 , , PUNCT istl-2566 159 3 this this DET istl-2566 159 4 manual manual ADJ istl-2566 159 5 scanning scanning NOUN istl-2566 159 6 process process NOUN istl-2566 159 7 of of ADP istl-2566 159 8 theses thesis NOUN istl-2566 159 9 was be AUX istl-2566 159 10 too too ADV istl-2566 159 11 time time NOUN istl-2566 159 12 consuming consume VERB istl-2566 159 13 and and CCONJ istl-2566 159 14 deemed deem VERB istl-2566 159 15 not not PART istl-2566 159 16 essential essential ADJ istl-2566 159 17 to to ADP istl-2566 159 18 the the DET istl-2566 159 19 goals goal NOUN istl-2566 159 20 of of ADP istl-2566 159 21 the the DET istl-2566 159 22 substance substance NOUN istl-2566 159 23 registration registration NOUN istl-2566 159 24 project project NOUN istl-2566 159 25 . . PUNCT istl-2566 160 1 as as SCONJ istl-2566 160 2 each each DET istl-2566 160 3 substance substance NOUN istl-2566 160 4 registered register VERB istl-2566 160 5 and and CCONJ istl-2566 160 6 shared share VERB istl-2566 160 7 would would AUX istl-2566 160 8 include include VERB istl-2566 160 9 the the DET istl-2566 160 10 thesis thesis ADJ istl-2566 160 11 bibliographic bibliographic ADJ istl-2566 160 12 information information NOUN istl-2566 160 13 , , PUNCT istl-2566 160 14 users user NOUN istl-2566 160 15 discovering discover VERB istl-2566 160 16 the the DET istl-2566 160 17 substance substance NOUN istl-2566 160 18 data datum NOUN istl-2566 160 19 can can AUX istl-2566 160 20 contact contact VERB istl-2566 160 21 ua ua NOUN istl-2566 160 22 libraries library NOUN istl-2566 160 23 for for ADP istl-2566 160 24 the the DET istl-2566 160 25 full full ADJ istl-2566 160 26 text text NOUN istl-2566 160 27 . . PUNCT istl-2566 161 1 it it PRON istl-2566 161 2 is be AUX istl-2566 161 3 our our PRON istl-2566 161 4 personal personal ADJ istl-2566 161 5 understanding understanding NOUN istl-2566 161 6 as as ADP istl-2566 161 7 academic academic ADJ istl-2566 161 8 researchers researcher NOUN istl-2566 161 9 , , PUNCT istl-2566 161 10 not not PART istl-2566 161 11 lawyers lawyer NOUN istl-2566 161 12 , , PUNCT istl-2566 161 13 that that SCONJ istl-2566 161 14 according accord VERB istl-2566 161 15 to to ADP istl-2566 161 16 the the DET istl-2566 161 17 compendium compendium NOUN istl-2566 161 18 of of ADP istl-2566 161 19 u.s u.s PROPN istl-2566 161 20 . . PROPN istl-2566 161 21 copyright copyright PROPN istl-2566 161 22 office office NOUN istl-2566 161 23 practices practice NOUN istl-2566 161 24 ( ( PUNCT istl-2566 161 25 2017 2017 NUM istl-2566 161 26 ) ) PUNCT istl-2566 161 27 , , PUNCT istl-2566 161 28 chemical chemical ADJ istl-2566 161 29 substances substance NOUN istl-2566 161 30 are be AUX istl-2566 161 31 excluded exclude VERB istl-2566 161 32 from from ADP istl-2566 161 33 copyright copyright NOUN istl-2566 161 34 protection protection NOUN istl-2566 161 35 . . PUNCT istl-2566 162 1 however however ADV istl-2566 162 2 , , PUNCT istl-2566 162 3 it it PRON istl-2566 162 4 is be AUX istl-2566 162 5 not not PART istl-2566 162 6 clear clear ADJ istl-2566 162 7 to to ADP istl-2566 162 8 us we PRON istl-2566 162 9 if if SCONJ istl-2566 162 10 automated automate VERB istl-2566 162 11 machine machine NOUN istl-2566 162 12 extraction extraction NOUN istl-2566 162 13 of of ADP istl-2566 162 14 chemical chemical ADJ istl-2566 162 15 substances substance NOUN istl-2566 162 16 would would AUX istl-2566 162 17 be be AUX istl-2566 162 18 considered consider VERB istl-2566 162 19 copying copy VERB istl-2566 162 20 the the DET istl-2566 162 21 thesis thesis NOUN istl-2566 162 22 content content NOUN istl-2566 162 23 and and CCONJ istl-2566 162 24 a a DET istl-2566 162 25 violation violation NOUN istl-2566 162 26 of of ADP istl-2566 162 27 the the DET istl-2566 162 28 author author NOUN istl-2566 162 29 ’s ’s PART istl-2566 162 30 copyright copyright NOUN istl-2566 162 31 . . PUNCT istl-2566 163 1 andrews andrew NOUN istl-2566 163 2 et et PROPN istl-2566 163 3 al al PROPN istl-2566 163 4 . . PUNCT istl-2566 164 1 ( ( PUNCT istl-2566 164 2 2016 2016 NUM istl-2566 164 3 ) ) PUNCT istl-2566 164 4 had have VERB istl-2566 164 5 similar similar ADJ istl-2566 164 6 concerns concern NOUN istl-2566 164 7 with with ADP istl-2566 164 8 machine machine NOUN istl-2566 164 9 extraction extraction NOUN istl-2566 164 10 in in ADP istl-2566 164 11 their their PRON istl-2566 164 12 thesis thesis NOUN istl-2566 164 13 data data NOUN istl-2566 164 14 extraction extraction NOUN istl-2566 164 15 pilot pilot NOUN istl-2566 164 16 . . PUNCT istl-2566 165 1 given give VERB istl-2566 165 2 this this DET istl-2566 165 3 uncertainty uncertainty NOUN istl-2566 165 4 of of ADP istl-2566 165 5 machine machine NOUN istl-2566 165 6 extraction extraction NOUN istl-2566 165 7 and and CCONJ istl-2566 165 8 copyright copyright NOUN istl-2566 165 9 law law NOUN istl-2566 165 10 , , PUNCT istl-2566 165 11 combined combine VERB istl-2566 165 12 with with ADP istl-2566 165 13 the the DET istl-2566 165 14 fact fact NOUN istl-2566 165 15 that that SCONJ istl-2566 165 16 most most ADJ istl-2566 165 17 of of ADP istl-2566 165 18 our our PRON istl-2566 165 19 theses thesis NOUN istl-2566 165 20 were be AUX istl-2566 165 21 only only ADV istl-2566 165 22 available available ADJ istl-2566 165 23 in in ADP istl-2566 165 24 print print NOUN istl-2566 165 25 , , PUNCT istl-2566 165 26 we we PRON istl-2566 165 27 had have VERB istl-2566 165 28 to to PART istl-2566 165 29 use use VERB istl-2566 165 30 a a DET istl-2566 165 31 manual manual ADJ istl-2566 165 32 substance substance NOUN istl-2566 165 33 extraction extraction NOUN istl-2566 165 34 approach approach NOUN istl-2566 165 35 , , PUNCT istl-2566 165 36 which which PRON istl-2566 165 37 created create VERB istl-2566 165 38 the the DET istl-2566 165 39 necessity necessity NOUN istl-2566 165 40 for for SCONJ istl-2566 165 41 us we PRON istl-2566 165 42 to to PART istl-2566 165 43 redraw redraw VERB istl-2566 165 44 all all DET istl-2566 165 45 substance substance NOUN istl-2566 165 46 structures structure NOUN istl-2566 165 47 , , PUNCT istl-2566 165 48 as as SCONJ istl-2566 165 49 opposed oppose VERB istl-2566 165 50 to to ADP istl-2566 165 51 any any DET istl-2566 165 52 automated automate VERB istl-2566 165 53 substance substance NOUN istl-2566 165 54 machine machine NOUN istl-2566 165 55 - - PUNCT istl-2566 165 56 extraction extraction NOUN istl-2566 165 57 techniques technique NOUN istl-2566 165 58 . . PUNCT istl-2566 166 1 experiences experience NOUN istl-2566 166 2 and and CCONJ istl-2566 166 3 challenges challenge NOUN istl-2566 166 4 with with ADP istl-2566 166 5 substance substance NOUN istl-2566 166 6 drawing draw VERB istl-2566 166 7 the the DET istl-2566 166 8 majority majority NOUN istl-2566 166 9 of of ADP istl-2566 166 10 substances substance NOUN istl-2566 166 11 we we PRON istl-2566 166 12 encountered encounter VERB istl-2566 166 13 could could AUX istl-2566 166 14 be be AUX istl-2566 166 15 redrawn redrawn NOUN istl-2566 166 16 in in ADP istl-2566 166 17 chemaxon chemaxon NOUN istl-2566 166 18 marvinsketch marvinsketch NOUN istl-2566 166 19 similarly similarly ADV istl-2566 166 20 to to ADP istl-2566 166 21 how how SCONJ istl-2566 166 22 they they PRON istl-2566 166 23 were be AUX istl-2566 166 24 depicted depict VERB istl-2566 166 25 in in ADP istl-2566 166 26 the the DET istl-2566 166 27 original original ADJ istl-2566 166 28 thesis thesis NOUN istl-2566 166 29 ; ; PUNCT istl-2566 166 30 that that PRON istl-2566 166 31 is is ADV istl-2566 166 32 , , PUNCT istl-2566 166 33 the the DET istl-2566 166 34 subsequent subsequent ADJ istl-2566 166 35 export export NOUN istl-2566 166 36 of of ADP istl-2566 166 37 the the DET istl-2566 166 38 machine machine NOUN istl-2566 166 39 - - PUNCT istl-2566 166 40 encoded encode VERB istl-2566 166 41 smiles smile NOUN istl-2566 166 42 faithfully faithfully ADV istl-2566 166 43 preserved preserve VERB istl-2566 166 44 the the DET istl-2566 166 45 input input NOUN istl-2566 166 46 structure structure NOUN istl-2566 166 47 atoms atom NOUN istl-2566 166 48 , , PUNCT istl-2566 166 49 bonds bond NOUN istl-2566 166 50 , , PUNCT istl-2566 166 51 connectivity connectivity NOUN istl-2566 166 52 , , PUNCT istl-2566 166 53 and and CCONJ istl-2566 166 54 stereochemistry stereochemistry NOUN istl-2566 166 55 . . PUNCT istl-2566 167 1 these these DET istl-2566 167 2 “ " PUNCT istl-2566 167 3 well well ADV istl-2566 167 4 - - PUNCT istl-2566 167 5 behaved behave VERB istl-2566 167 6 ” " PUNCT istl-2566 167 7 substances substance NOUN istl-2566 167 8 ( ( PUNCT istl-2566 167 9 > > SYM istl-2566 167 10 90 90 NUM istl-2566 167 11 % % NOUN istl-2566 167 12 ) ) PUNCT istl-2566 167 13 were be AUX istl-2566 167 14 substances substance NOUN istl-2566 167 15 that that PRON istl-2566 167 16 were be AUX istl-2566 167 17 drawn draw VERB istl-2566 167 18 with with ADP istl-2566 167 19 organic organic ADJ istl-2566 167 20 chemistry chemistry NOUN istl-2566 167 21 2d 2d NUM istl-2566 167 22 skeletal skeletal ADJ istl-2566 167 23 formulas formula NOUN istl-2566 167 24 , , PUNCT istl-2566 167 25 which which PRON istl-2566 167 26 followed follow VERB istl-2566 167 27 , , PUNCT istl-2566 167 28 or or CCONJ istl-2566 167 29 at at ADP istl-2566 167 30 least least ADJ istl-2566 167 31 loosely loosely ADV istl-2566 167 32 followed follow VERB istl-2566 167 33 , , PUNCT istl-2566 167 34 graphical graphical ADJ istl-2566 167 35 representation representation NOUN istl-2566 167 36 standards standard NOUN istl-2566 167 37 from from ADP istl-2566 167 38 iupac iupac PROPN istl-2566 167 39 ( ( PUNCT istl-2566 167 40 brecher brecher NOUN istl-2566 167 41 2006 2006 NUM istl-2566 167 42 ; ; PUNCT istl-2566 167 43 brecher brecher NOUN istl-2566 167 44 2008 2008 NUM istl-2566 167 45 ) ) PUNCT istl-2566 167 46 . . PUNCT istl-2566 168 1 some some PRON istl-2566 168 2 of of ADP istl-2566 168 3 the the DET istl-2566 168 4 key key ADJ istl-2566 168 5 features feature NOUN istl-2566 168 6 include include VERB istl-2566 168 7 using use VERB istl-2566 168 8 lines line NOUN istl-2566 168 9 for for ADP istl-2566 168 10 bonds bond NOUN istl-2566 168 11 , , PUNCT istl-2566 168 12 omitting omit VERB istl-2566 168 13 hydrogen hydrogen NOUN istl-2566 168 14 atoms atom NOUN istl-2566 168 15 , , PUNCT istl-2566 168 16 atomic atomic ADJ istl-2566 168 17 symbols symbol NOUN istl-2566 168 18 for for ADP istl-2566 168 19 heteroatoms heteroatom NOUN istl-2566 168 20 , , PUNCT istl-2566 168 21 plus plus CCONJ istl-2566 168 22 or or CCONJ istl-2566 168 23 minus minus CCONJ istl-2566 168 24 symbols symbol NOUN istl-2566 168 25 for for ADP istl-2566 168 26 charges charge NOUN istl-2566 168 27 , , PUNCT istl-2566 168 28 and and CCONJ istl-2566 168 29 hashed hash VERB istl-2566 168 30 or or CCONJ istl-2566 168 31 solid solid ADJ istl-2566 168 32 wedges wedge NOUN istl-2566 168 33 / / SYM istl-2566 168 34 bonds bond NOUN istl-2566 168 35 for for ADP istl-2566 168 36 stereochemistry stereochemistry NOUN istl-2566 168 37 ( ( PUNCT istl-2566 168 38 figure figure NOUN istl-2566 168 39 3 3 NUM istl-2566 168 40 ) ) PUNCT istl-2566 168 41 . . PUNCT istl-2566 169 1 these these DET istl-2566 169 2 types type NOUN istl-2566 169 3 of of ADP istl-2566 169 4 structures structure NOUN istl-2566 169 5 are be AUX istl-2566 169 6 most most ADV istl-2566 169 7 easily easily ADV istl-2566 169 8 interpreted interpret VERB istl-2566 169 9 by by ADP istl-2566 169 10 cheminformatics cheminformatic NOUN istl-2566 169 11 software software NOUN istl-2566 169 12 ( ( PUNCT istl-2566 169 13 brecher brecher PROPN istl-2566 169 14 2008 2008 NUM istl-2566 169 15 ; ; PUNCT istl-2566 169 16 martin martin PROPN istl-2566 169 17 et et PROPN istl-2566 169 18 al al PROPN istl-2566 169 19 . . PROPN istl-2566 169 20 2012 2012 NUM istl-2566 169 21 ) ) PUNCT istl-2566 169 22 . . PUNCT istl-2566 170 1 figure figure VERB istl-2566 170 2 3 3 NUM istl-2566 170 3 . . X istl-2566 170 4 examples example NOUN istl-2566 170 5 of of ADP istl-2566 170 6 “ " PUNCT istl-2566 170 7 well well ADV istl-2566 170 8 - - PUNCT istl-2566 170 9 behaved behave VERB istl-2566 170 10 ” " PUNCT istl-2566 170 11 substance substance NOUN istl-2566 170 12 drawings drawing NOUN istl-2566 170 13 redrawn redrawn NOUN istl-2566 170 14 as as SCONJ istl-2566 170 15 depicted depict VERB istl-2566 170 16 we we PRON istl-2566 170 17 found find VERB istl-2566 170 18 that that SCONJ istl-2566 170 19 we we PRON istl-2566 170 20 were be AUX istl-2566 170 21 efficient efficient ADJ istl-2566 170 22 with with ADP istl-2566 170 23 drawing draw VERB istl-2566 170 24 structures structure NOUN istl-2566 170 25 in in ADP istl-2566 170 26 chemaxon chemaxon NOUN istl-2566 170 27 marvinsketch marvinsketch NOUN istl-2566 170 28 ; ; PUNCT istl-2566 170 29 however however ADV istl-2566 170 30 , , PUNCT istl-2566 170 31 different different ADJ istl-2566 170 32 structure structure NOUN istl-2566 170 33 editors editor NOUN istl-2566 170 34 can can AUX istl-2566 170 35 certainly certainly ADV istl-2566 170 36 be be AUX istl-2566 170 37 used use VERB istl-2566 170 38 and and CCONJ istl-2566 170 39 there there PRON istl-2566 170 40 are be VERB istl-2566 170 41 a a DET istl-2566 170 42 variety variety NOUN istl-2566 170 43 of of ADP istl-2566 170 44 other other ADJ istl-2566 170 45 editors editor NOUN istl-2566 170 46 available available ADJ istl-2566 170 47 depending depend VERB istl-2566 170 48 upon upon SCONJ istl-2566 170 49 preferences preference NOUN istl-2566 170 50 such such ADJ istl-2566 170 51 as as ADP istl-2566 170 52 chemdraw chemdraw NOUN istl-2566 170 53 or or CCONJ istl-2566 170 54 pubchem pubchem NOUN istl-2566 170 55 sketcher sketcher PROPN istl-2566 170 56 ( ( PUNCT istl-2566 170 57 ihlenfeldt ihlenfeldt PROPN istl-2566 170 58 et et PROPN istl-2566 170 59 al al PROPN istl-2566 170 60 . . PROPN istl-2566 170 61 2009 2009 NUM istl-2566 170 62 ) ) PUNCT istl-2566 170 63 . . PUNCT istl-2566 171 1 preserving preserve VERB istl-2566 171 2 stereochemistry stereochemistry NOUN istl-2566 171 3 from from ADP istl-2566 171 4 perspective perspective ADJ istl-2566 171 5 chemical chemical NOUN istl-2566 171 6 substance substance NOUN istl-2566 171 7 drawings drawing NOUN istl-2566 171 8 ( ( PUNCT istl-2566 171 9 figure figure NOUN istl-2566 171 10 4 4 NUM istl-2566 171 11 ) ) PUNCT istl-2566 171 12 and and CCONJ istl-2566 171 13 handling handle VERB istl-2566 171 14 stereochemical stereochemical ADJ istl-2566 171 15 mixtures mixture NOUN istl-2566 171 16 was be AUX istl-2566 171 17 the the DET istl-2566 171 18 most most ADV istl-2566 171 19 challenging challenging ADJ istl-2566 171 20 aspect aspect NOUN istl-2566 171 21 of of ADP istl-2566 171 22 redrawing redrawe VERB istl-2566 171 23 chemical chemical ADJ istl-2566 171 24 substances substance NOUN istl-2566 171 25 . . PUNCT istl-2566 172 1 perspective perspective NOUN istl-2566 172 2 drawings drawing NOUN istl-2566 172 3 including include VERB istl-2566 172 4 haworth haworth NOUN istl-2566 172 5 , , PUNCT istl-2566 172 6 chair chair NOUN istl-2566 172 7 , , PUNCT istl-2566 172 8 and and CCONJ istl-2566 172 9 fischer fischer NOUN istl-2566 172 10 projections projection NOUN istl-2566 172 11 are be AUX istl-2566 172 12 designed design VERB istl-2566 172 13 for for ADP istl-2566 172 14 humans human NOUN istl-2566 172 15 and and CCONJ istl-2566 172 16 are be AUX istl-2566 172 17 generally generally ADV istl-2566 172 18 not not PART istl-2566 172 19 fully fully ADV istl-2566 172 20 interpreted interpret VERB istl-2566 172 21 by by ADP istl-2566 172 22 most most ADJ istl-2566 172 23 chemical chemical NOUN istl-2566 172 24 drawing drawing NOUN istl-2566 172 25 software software NOUN istl-2566 172 26 tools tool NOUN istl-2566 172 27 , , PUNCT istl-2566 172 28 with with ADP istl-2566 172 29 the the DET istl-2566 172 30 major major ADJ istl-2566 172 31 limitation limitation NOUN istl-2566 172 32 being be AUX istl-2566 172 33 loss loss NOUN istl-2566 172 34 of of ADP istl-2566 172 35 stereochemical stereochemical ADJ istl-2566 172 36 information information NOUN istl-2566 172 37 ( ( PUNCT istl-2566 172 38 brecher brecher NOUN istl-2566 172 39 2008 2008 NUM istl-2566 172 40 ; ; PUNCT istl-2566 172 41 gobbi gobbi PROPN istl-2566 172 42 & & CCONJ istl-2566 172 43 lee lee PROPN istl-2566 172 44 2012 2012 NUM istl-2566 172 45 ; ; PUNCT istl-2566 172 46 martin martin PROPN istl-2566 172 47 et et PROPN istl-2566 172 48 al al PROPN istl-2566 172 49 . . PROPN istl-2566 172 50 2012 2012 NUM istl-2566 172 51 ) ) PUNCT istl-2566 172 52 . . PUNCT istl-2566 173 1 to to ADP istl-2566 173 2 our our PRON istl-2566 173 3 knowledge knowledge NOUN istl-2566 173 4 , , PUNCT istl-2566 173 5 the the DET istl-2566 173 6 only only ADJ istl-2566 173 7 consumer consumer NOUN istl-2566 173 8 / / SYM istl-2566 173 9 academic academic ADJ istl-2566 173 10 software software NOUN istl-2566 173 11 that that PRON istl-2566 173 12 can can AUX istl-2566 173 13 automatically automatically ADV istl-2566 173 14 assign assign VERB istl-2566 173 15 stereochemistry stereochemistry NOUN istl-2566 173 16 in in ADP istl-2566 173 17 perspective perspective NOUN istl-2566 173 18 drawings drawing NOUN istl-2566 173 19 is be AUX istl-2566 173 20 the the DET istl-2566 173 21 knowitall knowitall PROPN istl-2566 173 22 chemwindow chemwindow ADJ istl-2566 173 23 structure structure NOUN istl-2566 173 24 editor editor NOUN istl-2566 173 25 ( ( PUNCT istl-2566 173 26 abshear abshear VERB istl-2566 173 27 et et PROPN istl-2566 173 28 al al PROPN istl-2566 173 29 . . PROPN istl-2566 173 30 2018 2018 NUM istl-2566 173 31 ) ) PUNCT istl-2566 173 32 . . PUNCT istl-2566 174 1 given give VERB istl-2566 174 2 the the DET istl-2566 174 3 software software NOUN istl-2566 174 4 limitations limitation NOUN istl-2566 174 5 of of ADP istl-2566 174 6 interpreting interpret VERB istl-2566 174 7 perspective perspective NOUN istl-2566 174 8 drawings drawing NOUN istl-2566 174 9 , , PUNCT istl-2566 174 10 we we PRON istl-2566 174 11 either either CCONJ istl-2566 174 12 had have VERB istl-2566 174 13 to to PART istl-2566 174 14 manually manually ADV istl-2566 174 15 infer infer VERB istl-2566 174 16 the the DET istl-2566 174 17 stereochemistry stereochemistry NOUN istl-2566 174 18 and and CCONJ istl-2566 174 19 redraw redraw VERB istl-2566 174 20 the the DET istl-2566 174 21 structures structure NOUN istl-2566 174 22 with with ADP istl-2566 174 23 standard standard ADJ istl-2566 174 24 hash hash NOUN istl-2566 174 25 / / SYM istl-2566 174 26 solid solid ADJ istl-2566 174 27 wedges wedge NOUN istl-2566 174 28 for for ADP istl-2566 174 29 stereochemistry stereochemistry NOUN istl-2566 174 30 or or CCONJ istl-2566 174 31 use use VERB istl-2566 174 32 the the DET istl-2566 174 33 knowitall knowitall NOUN istl-2566 174 34 chemwindow chemwindow ADJ istl-2566 174 35 software software NOUN istl-2566 174 36 to to PART istl-2566 174 37 perceive perceive VERB istl-2566 174 38 the the DET istl-2566 174 39 stereochemistry stereochemistry NOUN istl-2566 174 40 automatically automatically ADV istl-2566 174 41 . . PUNCT istl-2566 175 1 we we PRON istl-2566 175 2 found find VERB istl-2566 175 3 that that SCONJ istl-2566 175 4 it it PRON istl-2566 175 5 was be AUX istl-2566 175 6 most most ADV istl-2566 175 7 efficient efficient ADJ istl-2566 175 8 for for SCONJ istl-2566 175 9 us we PRON istl-2566 175 10 to to PART istl-2566 175 11 manually manually ADV istl-2566 175 12 redraw redraw VERB istl-2566 175 13 haworth haworth NOUN istl-2566 175 14 projections projection NOUN istl-2566 175 15 as as ADP istl-2566 175 16 non non ADJ istl-2566 175 17 - - ADJ istl-2566 175 18 perspective perspective ADJ istl-2566 175 19 drawings drawing NOUN istl-2566 175 20 in in ADP istl-2566 175 21 marvinsketch marvinsketch NOUN istl-2566 175 22 . . PUNCT istl-2566 176 1 however however ADV istl-2566 176 2 , , PUNCT istl-2566 176 3 for for ADP istl-2566 176 4 the the DET istl-2566 176 5 chair chair NOUN istl-2566 176 6 and and CCONJ istl-2566 176 7 fischer fischer NOUN istl-2566 176 8 projections projection NOUN istl-2566 176 9 , , PUNCT istl-2566 176 10 it it PRON istl-2566 176 11 was be AUX istl-2566 176 12 faster fast ADJ istl-2566 176 13 for for SCONJ istl-2566 176 14 us we PRON istl-2566 176 15 to to PART istl-2566 176 16 draw draw VERB istl-2566 176 17 these these PRON istl-2566 176 18 in in ADP istl-2566 176 19 chemwindow chemwindow ADJ istl-2566 176 20 than than SCONJ istl-2566 176 21 to to PART istl-2566 176 22 manually manually ADV istl-2566 176 23 perceive perceive VERB istl-2566 176 24 the the DET istl-2566 176 25 stereochemistry stereochemistry NOUN istl-2566 176 26 . . PUNCT istl-2566 177 1 figure figure NOUN istl-2566 177 2 4 4 NUM istl-2566 177 3 . . X istl-2566 177 4 example example VERB istl-2566 177 5 haworth haworth NOUN istl-2566 177 6 ( ( PUNCT istl-2566 177 7 a a X istl-2566 177 8 ) ) PUNCT istl-2566 177 9 , , PUNCT istl-2566 177 10 chair chair NOUN istl-2566 177 11 ( ( PUNCT istl-2566 177 12 b b PROPN istl-2566 177 13 ) ) PUNCT istl-2566 177 14 , , PUNCT istl-2566 177 15 and and CCONJ istl-2566 177 16 fischer fischer NOUN istl-2566 177 17 projections projection NOUN istl-2566 177 18 ( ( PUNCT istl-2566 177 19 c c NOUN istl-2566 177 20 ) ) PUNCT istl-2566 177 21 ( ( PUNCT istl-2566 177 22 adapted adapt VERB istl-2566 177 23 from from ADP istl-2566 177 24 martin martin PROPN istl-2566 177 25 et et PROPN istl-2566 177 26 al al PROPN istl-2566 177 27 . . PUNCT istl-2566 178 1 ( ( PUNCT istl-2566 178 2 2012 2012 NUM istl-2566 178 3 ) ) PUNCT istl-2566 178 4 ) ) PUNCT istl-2566 179 1 ideally ideally ADV istl-2566 179 2 , , PUNCT istl-2566 179 3 for for ADP istl-2566 179 4 stereochemical stereochemical ADJ istl-2566 179 5 mixtures mixture NOUN istl-2566 179 6 including include VERB istl-2566 179 7 racemic racemic ADJ istl-2566 179 8 , , PUNCT istl-2566 179 9 enantiomers enantiomer NOUN istl-2566 179 10 , , PUNCT istl-2566 179 11 and and CCONJ istl-2566 179 12 diastereomers diastereomer NOUN istl-2566 179 13 , , PUNCT istl-2566 179 14 we we PRON istl-2566 179 15 would would AUX istl-2566 179 16 use use VERB istl-2566 179 17 a a DET istl-2566 179 18 file file NOUN istl-2566 179 19 format format NOUN istl-2566 179 20 such such ADJ istl-2566 179 21 as as ADP istl-2566 179 22 molfile molfile NOUN istl-2566 179 23 v3000 v3000 PROPN istl-2566 179 24 or or CCONJ istl-2566 179 25 chemaxon chemaxon PROPN istl-2566 179 26 extended extend VERB istl-2566 179 27 smiles smile NOUN istl-2566 179 28 that that PRON istl-2566 179 29 support support VERB istl-2566 179 30 relative relative ADJ istl-2566 179 31 configuration configuration NOUN istl-2566 179 32 of of ADP istl-2566 179 33 stereocenters stereocenter NOUN istl-2566 179 34 ( ( PUNCT istl-2566 179 35 gobbi gobbi PROPN istl-2566 179 36 & & CCONJ istl-2566 179 37 lee lee PROPN istl-2566 179 38 2012 2012 NUM istl-2566 179 39 ; ; PUNCT istl-2566 179 40 martin martin PROPN istl-2566 179 41 et et PROPN istl-2566 179 42 al al PROPN istl-2566 179 43 . . PROPN istl-2566 179 44 2012 2012 NUM istl-2566 179 45 ; ; PUNCT istl-2566 179 46 chemaxon chemaxon NOUN istl-2566 179 47 2021 2021 NUM istl-2566 179 48 ) ) PUNCT istl-2566 179 49 . . PUNCT istl-2566 180 1 however however ADV istl-2566 180 2 , , PUNCT istl-2566 180 3 pubchem pubchem PROPN istl-2566 180 4 does do AUX istl-2566 180 5 not not PART istl-2566 180 6 support support VERB istl-2566 180 7 relative relative ADJ istl-2566 180 8 stereochemistry stereochemistry NOUN istl-2566 180 9 or or CCONJ istl-2566 180 10 defined define VERB istl-2566 180 11 mixtures mixture NOUN istl-2566 180 12 of of ADP istl-2566 180 13 stereoisomers stereoisomer NOUN istl-2566 180 14 as as ADP istl-2566 180 15 a a DET istl-2566 180 16 single single ADJ istl-2566 180 17 structure structure NOUN istl-2566 180 18 . . PUNCT istl-2566 181 1 support support NOUN istl-2566 181 2 for for ADP istl-2566 181 3 enhanced enhance VERB istl-2566 181 4 stereochemistry stereochemistry NOUN istl-2566 181 5 is be AUX istl-2566 181 6 technically technically ADV istl-2566 181 7 possible possible ADJ istl-2566 181 8 and and CCONJ istl-2566 181 9 defined define VERB istl-2566 181 10 within within ADP istl-2566 181 11 the the DET istl-2566 181 12 pubchem pubchem PROPN istl-2566 181 13 stereochemistry stereochemistry NOUN istl-2566 181 14 specification specification NOUN istl-2566 181 15 , , PUNCT istl-2566 181 16 but but CCONJ istl-2566 181 17 this this DET istl-2566 181 18 feature feature NOUN istl-2566 181 19 is be AUX istl-2566 181 20 not not PART istl-2566 181 21 currently currently ADV istl-2566 181 22 supported support VERB istl-2566 181 23 ( ( PUNCT istl-2566 181 24 national national ADJ istl-2566 181 25 center center NOUN istl-2566 181 26 for for ADP istl-2566 181 27 biotechnology biotechnology NOUN istl-2566 181 28 information information NOUN istl-2566 182 1 [ [ PUNCT istl-2566 182 2 date date NOUN istl-2566 182 3 unknown unknown ADJ istl-2566 182 4 - - PUNCT istl-2566 182 5 a a NOUN istl-2566 182 6 ] ] PUNCT istl-2566 182 7 ) ) PUNCT istl-2566 182 8 . . PUNCT istl-2566 183 1 further far ADV istl-2566 183 2 , , PUNCT istl-2566 183 3 we we PRON istl-2566 183 4 selected select VERB istl-2566 183 5 the the DET istl-2566 183 6 standard standard ADJ istl-2566 183 7 inchi inchi NOUN istl-2566 183 8 as as ADP istl-2566 183 9 our our PRON istl-2566 183 10 local local ADJ istl-2566 183 11 substance substance NOUN istl-2566 183 12 uniqueness uniqueness NOUN istl-2566 183 13 check check NOUN istl-2566 183 14 , , PUNCT istl-2566 183 15 and and CCONJ istl-2566 183 16 this this DET istl-2566 183 17 process process NOUN istl-2566 183 18 considers consider VERB istl-2566 183 19 the the DET istl-2566 183 20 substances substance NOUN istl-2566 183 21 as as ADP istl-2566 183 22 only only ADV istl-2566 183 23 absolute absolute ADJ istl-2566 183 24 stereochemistry stereochemistry NOUN istl-2566 183 25 . . PUNCT istl-2566 184 1 as as ADP istl-2566 184 2 a a DET istl-2566 184 3 result result NOUN istl-2566 184 4 of of ADP istl-2566 184 5 these these DET istl-2566 184 6 limitations limitation NOUN istl-2566 184 7 , , PUNCT istl-2566 184 8 using use VERB istl-2566 184 9 file file NOUN istl-2566 184 10 formats format NOUN istl-2566 184 11 that that PRON istl-2566 184 12 support support VERB istl-2566 184 13 enhanced enhance VERB istl-2566 184 14 stereochemistry stereochemistry NOUN istl-2566 184 15 was be AUX istl-2566 184 16 not not PART istl-2566 184 17 an an DET istl-2566 184 18 option option NOUN istl-2566 184 19 for for ADP istl-2566 184 20 us we PRON istl-2566 184 21 and and CCONJ istl-2566 184 22 we we PRON istl-2566 184 23 instead instead ADV istl-2566 184 24 represented represent VERB istl-2566 184 25 stereochemical stereochemical ADJ istl-2566 184 26 mixtures mixture NOUN istl-2566 184 27 including include VERB istl-2566 184 28 racemates racemate NOUN istl-2566 184 29 , , PUNCT istl-2566 184 30 enantiomers enantiomer NOUN istl-2566 184 31 with with ADP istl-2566 184 32 any any DET istl-2566 184 33 ratio ratio NOUN istl-2566 184 34 , , PUNCT istl-2566 184 35 and and CCONJ istl-2566 184 36 diastereomers diastereomer NOUN istl-2566 184 37 within within ADP istl-2566 184 38 one one NUM istl-2566 184 39 registry registry NOUN istl-2566 184 40 identifier identifier ADV istl-2566 184 41 as as ADP istl-2566 184 42 separate separate ADJ istl-2566 184 43 disconnected disconnected ADJ istl-2566 184 44 substances substance NOUN istl-2566 184 45 . . PUNCT istl-2566 185 1 such such ADJ istl-2566 185 2 representation representation NOUN istl-2566 185 3 limitations limitation NOUN istl-2566 185 4 within within ADP istl-2566 185 5 chemical chemical NOUN istl-2566 185 6 databases database NOUN istl-2566 185 7 are be AUX istl-2566 185 8 discussed discuss VERB istl-2566 185 9 by by ADP istl-2566 185 10 hersey hersey PROPN istl-2566 185 11 et et PROPN istl-2566 185 12 al al PROPN istl-2566 185 13 . . PUNCT istl-2566 185 14 ( ( PUNCT istl-2566 185 15 2015 2015 NUM istl-2566 185 16 ) ) PUNCT istl-2566 185 17 , , PUNCT istl-2566 185 18 and and CCONJ istl-2566 185 19 there there PRON istl-2566 185 20 is be VERB istl-2566 185 21 , , PUNCT istl-2566 185 22 unfortunately unfortunately ADV istl-2566 185 23 , , PUNCT istl-2566 185 24 not not PART istl-2566 185 25 currently currently ADV istl-2566 185 26 an an DET istl-2566 185 27 accepted accept VERB istl-2566 185 28 standard standard NOUN istl-2566 185 29 across across ADP istl-2566 185 30 public public ADJ istl-2566 185 31 databases database NOUN istl-2566 185 32 for for ADP istl-2566 185 33 how how SCONJ istl-2566 185 34 to to PART istl-2566 185 35 represent represent VERB istl-2566 185 36 stereochemical stereochemical ADJ istl-2566 185 37 mixtures mixture NOUN istl-2566 185 38 ; ; PUNCT istl-2566 185 39 some some DET istl-2566 185 40 sources source NOUN istl-2566 185 41 choose choose VERB istl-2566 185 42 to to PART istl-2566 185 43 draw draw VERB istl-2566 185 44 racemic racemic ADJ istl-2566 185 45 mixtures mixture NOUN istl-2566 185 46 as as ADP istl-2566 185 47 one one NUM istl-2566 185 48 substance substance NOUN istl-2566 185 49 with with ADP istl-2566 185 50 no no DET istl-2566 185 51 stereochemistry stereochemistry NOUN istl-2566 185 52 , , PUNCT istl-2566 185 53 while while SCONJ istl-2566 185 54 others other NOUN istl-2566 185 55 draw draw VERB istl-2566 185 56 multiple multiple ADJ istl-2566 185 57 enantiomers enantiomer NOUN istl-2566 185 58 or or CCONJ istl-2566 185 59 diastereomers diastereomer NOUN istl-2566 185 60 in in ADP istl-2566 185 61 one one NUM istl-2566 185 62 record record NOUN istl-2566 185 63 ( ( PUNCT istl-2566 185 64 food food NOUN istl-2566 185 65 and and CCONJ istl-2566 185 66 drug drug NOUN istl-2566 185 67 administration administration NOUN istl-2566 185 68 2007 2007 NUM istl-2566 185 69 ; ; PUNCT istl-2566 185 70 hersey hersey VERB istl-2566 185 71 et et PROPN istl-2566 185 72 al al PROPN istl-2566 185 73 . . PROPN istl-2566 185 74 2015 2015 NUM istl-2566 185 75 ) ) PUNCT istl-2566 185 76 . . PUNCT istl-2566 186 1 lastly lastly ADV istl-2566 186 2 , , PUNCT istl-2566 186 3 drawing draw VERB istl-2566 186 4 multiple multiple ADJ istl-2566 186 5 substances substance NOUN istl-2566 186 6 in in ADP istl-2566 186 7 a a DET istl-2566 186 8 record record NOUN istl-2566 186 9 creates create VERB istl-2566 186 10 a a DET istl-2566 186 11 way way NOUN istl-2566 186 12 to to PART istl-2566 186 13 describe describe VERB istl-2566 186 14 molecules molecule NOUN istl-2566 186 15 by by ADP istl-2566 186 16 the the DET istl-2566 186 17 and and CCONJ istl-2566 186 18 operator operator NOUN istl-2566 186 19 , , PUNCT istl-2566 186 20 for for ADP istl-2566 186 21 example example NOUN istl-2566 186 22 : : PUNCT istl-2566 186 23 ( ( PUNCT istl-2566 186 24 2s)-2 2s)-2 NUM istl-2566 186 25 - - PUNCT istl-2566 186 26 bromobutane bromobutane NOUN istl-2566 186 27 and and CCONJ istl-2566 186 28 ( ( PUNCT istl-2566 186 29 2r)-2 2r)-2 NUM istl-2566 186 30 - - PUNCT istl-2566 186 31 bromobutane bromobutane NOUN istl-2566 186 32 . . PUNCT istl-2566 187 1 it it PRON istl-2566 187 2 is be AUX istl-2566 187 3 unclear unclear ADJ istl-2566 187 4 how how SCONJ istl-2566 187 5 to to PART istl-2566 187 6 best well ADV istl-2566 187 7 represent represent VERB istl-2566 187 8 a a DET istl-2566 187 9 substance substance NOUN istl-2566 187 10 with with ADP istl-2566 187 11 a a DET istl-2566 187 12 defined define VERB istl-2566 187 13 “ " PUNCT istl-2566 187 14 or or CCONJ istl-2566 187 15 ” " PUNCT istl-2566 187 16 scenario scenario NOUN istl-2566 187 17 within within ADP istl-2566 187 18 one one NUM istl-2566 187 19 registry registry NOUN istl-2566 187 20 identifier identifier ADV istl-2566 187 21 in in ADP istl-2566 187 22 public public ADJ istl-2566 187 23 databases database NOUN istl-2566 187 24 , , PUNCT istl-2566 187 25 without without ADP istl-2566 187 26 using use VERB istl-2566 187 27 extended extended ADJ istl-2566 187 28 stereochemistry stereochemistry NOUN istl-2566 187 29 file file NOUN istl-2566 187 30 formats format NOUN istl-2566 187 31 , , PUNCT istl-2566 187 32 such such ADJ istl-2566 187 33 as as ADP istl-2566 187 34 in in ADP istl-2566 187 35 the the DET istl-2566 187 36 case case NOUN istl-2566 187 37 of of ADP istl-2566 187 38 ( ( PUNCT istl-2566 187 39 2s)-2 2s)-2 NUM istl-2566 187 40 - - PUNCT istl-2566 187 41 bromobutane bromobutane NOUN istl-2566 187 42 or or CCONJ istl-2566 187 43 ( ( PUNCT istl-2566 187 44 2r)-2 2r)-2 NUM istl-2566 187 45 - - PUNCT istl-2566 187 46 bromobutane bromobutane NOUN istl-2566 187 47 . . PUNCT istl-2566 188 1 machine machine NOUN istl-2566 188 2 - - PUNCT istl-2566 188 3 readable readable ADJ istl-2566 188 4 file file NOUN istl-2566 188 5 creation creation NOUN istl-2566 188 6 experiences experience NOUN istl-2566 188 7 and and CCONJ istl-2566 188 8 recommendations recommendation NOUN istl-2566 188 9 as as SCONJ istl-2566 188 10 noted note VERB istl-2566 188 11 above above ADV istl-2566 188 12 , , PUNCT istl-2566 188 13 most most ADJ istl-2566 188 14 of of ADP istl-2566 188 15 the the DET istl-2566 188 16 substance substance NOUN istl-2566 188 17 representations representation NOUN istl-2566 188 18 were be AUX istl-2566 188 19 processed process VERB istl-2566 188 20 using use VERB istl-2566 188 21 the the DET istl-2566 188 22 rdkit rdkit NOUN istl-2566 188 23 to to PART istl-2566 188 24 create create VERB istl-2566 188 25 sdfiles sdfile NOUN istl-2566 188 26 . . PUNCT istl-2566 189 1 we we PRON istl-2566 189 2 selected select VERB istl-2566 189 3 rdkit rdkit ADJ istl-2566 189 4 because because SCONJ istl-2566 189 5 of of ADP istl-2566 189 6 its its PRON istl-2566 189 7 strong strong ADJ istl-2566 189 8 integration integration NOUN istl-2566 189 9 with with ADP istl-2566 189 10 the the DET istl-2566 189 11 python python NOUN istl-2566 189 12 programming programming NOUN istl-2566 189 13 language language NOUN istl-2566 189 14 and and CCONJ istl-2566 189 15 our our PRON istl-2566 189 16 familiarity familiarity NOUN istl-2566 189 17 with with ADP istl-2566 189 18 it it PRON istl-2566 189 19 . . PUNCT istl-2566 190 1 rdkit rdkit PROPN istl-2566 190 2 is be AUX istl-2566 190 3 a a DET istl-2566 190 4 cheminformatics cheminformatic NOUN istl-2566 190 5 toolkit toolkit NOUN istl-2566 190 6 and and CCONJ istl-2566 190 7 does do AUX istl-2566 190 8 not not PART istl-2566 190 9 contain contain VERB istl-2566 190 10 a a DET istl-2566 190 11 graphical graphical ADJ istl-2566 190 12 structure structure NOUN istl-2566 190 13 editor editor NOUN istl-2566 190 14 . . PUNCT istl-2566 191 1 as as ADP istl-2566 191 2 such such ADJ istl-2566 191 3 , , PUNCT istl-2566 191 4 this this DET istl-2566 191 5 required require VERB istl-2566 191 6 drawing draw VERB istl-2566 191 7 the the DET istl-2566 191 8 structures structure NOUN istl-2566 191 9 in in ADP istl-2566 191 10 a a DET istl-2566 191 11 separate separate ADJ istl-2566 191 12 program program NOUN istl-2566 191 13 , , PUNCT istl-2566 191 14 in in ADP istl-2566 191 15 our our PRON istl-2566 191 16 case case NOUN istl-2566 191 17 chemaxon chemaxon NOUN istl-2566 191 18 marvinsketch marvinsketch NOUN istl-2566 191 19 , , PUNCT istl-2566 191 20 and and CCONJ istl-2566 191 21 then then ADV istl-2566 191 22 transferring transfer VERB istl-2566 191 23 the the DET istl-2566 191 24 molecular molecular ADJ istl-2566 191 25 representation representation NOUN istl-2566 191 26 data datum NOUN istl-2566 191 27 to to PART istl-2566 191 28 rdkit rdkit VERB istl-2566 191 29 . . PUNCT istl-2566 192 1 in in ADP istl-2566 192 2 hindsight hindsight NOUN istl-2566 192 3 , , PUNCT istl-2566 192 4 processing process VERB istl-2566 192 5 the the DET istl-2566 192 6 chemical chemical NOUN istl-2566 192 7 substance substance NOUN istl-2566 192 8 smiles smile VERB istl-2566 192 9 data datum NOUN istl-2566 192 10 in in ADP istl-2566 192 11 a a DET istl-2566 192 12 separate separate ADJ istl-2566 192 13 cheminformatics cheminformatic NOUN istl-2566 192 14 toolkit toolkit NOUN istl-2566 192 15 to to PART istl-2566 192 16 create create VERB istl-2566 192 17 an an DET istl-2566 192 18 sdfile sdfile NOUN istl-2566 192 19 was be AUX istl-2566 192 20 unnecessary unnecessary ADJ istl-2566 192 21 for for ADP istl-2566 192 22 data datum NOUN istl-2566 192 23 sharing sharing NOUN istl-2566 192 24 in in ADP istl-2566 192 25 pubchem pubchem NOUN istl-2566 192 26 and and CCONJ istl-2566 192 27 necessitated necessitate VERB istl-2566 192 28 the the DET istl-2566 192 29 incorporation incorporation NOUN istl-2566 192 30 of of ADP istl-2566 192 31 a a DET istl-2566 192 32 local local ADJ istl-2566 192 33 data data NOUN istl-2566 192 34 interoperability interoperability NOUN istl-2566 192 35 check check NOUN istl-2566 192 36 using use VERB istl-2566 192 37 inchi inchi NOUN istl-2566 192 38 . . PUNCT istl-2566 193 1 a a DET istl-2566 193 2 more more ADV istl-2566 193 3 efficient efficient ADJ istl-2566 193 4 approach approach NOUN istl-2566 193 5 is be AUX istl-2566 193 6 to to PART istl-2566 193 7 compile compile VERB istl-2566 193 8 the the DET istl-2566 193 9 molecular molecular ADJ istl-2566 193 10 representation representation NOUN istl-2566 193 11 data datum NOUN istl-2566 193 12 as as ADP istl-2566 193 13 smiles smile NOUN istl-2566 193 14 along along ADP istl-2566 193 15 with with ADP istl-2566 193 16 the the DET istl-2566 193 17 thesis thesis ADJ istl-2566 193 18 bibliographic bibliographic ADJ istl-2566 193 19 information information NOUN istl-2566 193 20 in in ADP istl-2566 193 21 a a DET istl-2566 193 22 spreadsheet spreadsheet NOUN istl-2566 193 23 application application NOUN istl-2566 193 24 and and CCONJ istl-2566 193 25 then then ADV istl-2566 193 26 submit submit VERB istl-2566 193 27 this this DET istl-2566 193 28 file file NOUN istl-2566 193 29 directly directly ADV istl-2566 193 30 to to ADP istl-2566 193 31 pubchem pubchem NOUN istl-2566 193 32 , , PUNCT istl-2566 193 33 as as SCONJ istl-2566 193 34 we we PRON istl-2566 193 35 did do VERB istl-2566 193 36 in in ADP istl-2566 193 37 the the DET istl-2566 193 38 case case NOUN istl-2566 193 39 of of ADP istl-2566 193 40 substances substance NOUN istl-2566 193 41 drawn draw VERB istl-2566 193 42 with with ADP istl-2566 193 43 knowitall knowitall PROPN istl-2566 193 44 chemwindow chemwindow PROPN istl-2566 193 45 ; ; PUNCT istl-2566 193 46 that that PRON istl-2566 193 47 is is ADV istl-2566 193 48 , , PUNCT istl-2566 193 49 the the DET istl-2566 193 50 same same ADJ istl-2566 193 51 spreadsheet spreadsheet NOUN istl-2566 193 52 workflow workflow NOUN istl-2566 193 53 could could AUX istl-2566 193 54 have have AUX istl-2566 193 55 been be AUX istl-2566 193 56 used use VERB istl-2566 193 57 for for ADP istl-2566 193 58 substances substance NOUN istl-2566 193 59 drawn draw VERB istl-2566 193 60 in in ADP istl-2566 193 61 chemaxon chemaxon NOUN istl-2566 193 62 marvinsketch marvinsketch NOUN istl-2566 193 63 . . PUNCT istl-2566 194 1 the the DET istl-2566 194 2 major major ADJ istl-2566 194 3 limitation limitation NOUN istl-2566 194 4 with with ADP istl-2566 194 5 submitting submit VERB istl-2566 194 6 a a DET istl-2566 194 7 spreadsheet spreadsheet NOUN istl-2566 194 8 of of ADP istl-2566 194 9 smiles smile NOUN istl-2566 194 10 chemical chemical PROPN istl-2566 194 11 representations representation NOUN istl-2566 194 12 to to ADP istl-2566 194 13 pubchem pubchem PROPN istl-2566 194 14 is be AUX istl-2566 194 15 that that SCONJ istl-2566 194 16 , , PUNCT istl-2566 194 17 to to ADP istl-2566 194 18 our our PRON istl-2566 194 19 knowledge knowledge NOUN istl-2566 194 20 , , PUNCT istl-2566 194 21 it it PRON istl-2566 194 22 is be AUX istl-2566 194 23 not not PART istl-2566 194 24 possible possible ADJ istl-2566 194 25 to to PART istl-2566 194 26 specify specify VERB istl-2566 194 27 pubchem pubchem PROPN istl-2566 194 28 nonstandard nonstandard ADJ istl-2566 194 29 bonds bond NOUN istl-2566 194 30 such such ADJ istl-2566 194 31 as as ADP istl-2566 194 32 dative dative ADJ istl-2566 194 33 bonds bond NOUN istl-2566 194 34 defined define VERB istl-2566 194 35 in in ADP istl-2566 194 36 pubchem pubchem NOUN istl-2566 194 37 substance substance NOUN istl-2566 194 38 tags tag NOUN istl-2566 194 39 ( ( PUNCT istl-2566 194 40 national national ADJ istl-2566 194 41 center center NOUN istl-2566 194 42 for for ADP istl-2566 194 43 biotechnology biotechnology NOUN istl-2566 194 44 information information NOUN istl-2566 195 1 [ [ PUNCT istl-2566 195 2 date date NOUN istl-2566 195 3 unknown unknown ADJ istl-2566 195 4 - - PUNCT istl-2566 195 5 b b NOUN istl-2566 195 6 ] ] PUNCT istl-2566 195 7 ) ) PUNCT istl-2566 195 8 within within ADP istl-2566 195 9 the the DET istl-2566 195 10 spreadsheet spreadsheet NOUN istl-2566 195 11 or or CCONJ istl-2566 195 12 represent represent VERB istl-2566 195 13 features feature NOUN istl-2566 195 14 such such ADJ istl-2566 195 15 as as ADP istl-2566 195 16 radicals radical NOUN istl-2566 195 17 , , PUNCT istl-2566 195 18 as as SCONJ istl-2566 195 19 these these PRON istl-2566 195 20 smiles smile NOUN istl-2566 195 21 extensions extension NOUN istl-2566 195 22 are be AUX istl-2566 195 23 not not PART istl-2566 195 24 recognized recognize VERB istl-2566 195 25 by by ADP istl-2566 195 26 pubchem pubchem NOUN istl-2566 195 27 . . PUNCT istl-2566 196 1 in in ADP istl-2566 196 2 these these DET istl-2566 196 3 specific specific ADJ istl-2566 196 4 cases case NOUN istl-2566 196 5 , , PUNCT istl-2566 196 6 a a DET istl-2566 196 7 molfile molfile NOUN istl-2566 196 8 / / SYM istl-2566 196 9 sdfile sdfile NOUN istl-2566 196 10 representation representation NOUN istl-2566 196 11 format format NOUN istl-2566 196 12 would would AUX istl-2566 196 13 need need VERB istl-2566 196 14 to to PART istl-2566 196 15 be be AUX istl-2566 196 16 used use VERB istl-2566 196 17 for for ADP istl-2566 196 18 pubchem pubchem NOUN istl-2566 196 19 submissions submission NOUN istl-2566 196 20 . . PUNCT istl-2566 197 1 such such DET istl-2566 197 2 a a DET istl-2566 197 3 task task NOUN istl-2566 197 4 can can AUX istl-2566 197 5 still still ADV istl-2566 197 6 be be AUX istl-2566 197 7 completed complete VERB istl-2566 197 8 within within ADP istl-2566 197 9 a a DET istl-2566 197 10 single single ADJ istl-2566 197 11 toolkit toolkit NOUN istl-2566 197 12 , , PUNCT istl-2566 197 13 as as SCONJ istl-2566 197 14 both both CCONJ istl-2566 197 15 marvinsketch marvinsketch NOUN istl-2566 197 16 and and CCONJ istl-2566 197 17 knowitall knowitall NOUN istl-2566 197 18 can can AUX istl-2566 197 19 export export VERB istl-2566 197 20 molfile molfile NOUN istl-2566 197 21 / / SYM istl-2566 197 22 sdfile sdfile NOUN istl-2566 197 23 formats format NOUN istl-2566 197 24 . . PUNCT istl-2566 198 1 finally finally ADV istl-2566 198 2 , , PUNCT istl-2566 198 3 it it PRON istl-2566 198 4 should should AUX istl-2566 198 5 be be AUX istl-2566 198 6 noted note VERB istl-2566 198 7 that that SCONJ istl-2566 198 8 there there PRON istl-2566 198 9 are be VERB istl-2566 198 10 other other ADJ istl-2566 198 11 differences difference NOUN istl-2566 198 12 and and CCONJ istl-2566 198 13 limitations limitation NOUN istl-2566 198 14 with with ADP istl-2566 198 15 molfile molfile NOUN istl-2566 198 16 / / SYM istl-2566 198 17 sdfile sdfile NOUN istl-2566 198 18 encoded encode VERB istl-2566 198 19 molecular molecular ADJ istl-2566 198 20 representations representation NOUN istl-2566 198 21 compared compare VERB istl-2566 198 22 to to ADP istl-2566 198 23 smiles smile NOUN istl-2566 198 24 and and CCONJ istl-2566 198 25 this this PRON istl-2566 198 26 may may AUX istl-2566 198 27 be be AUX istl-2566 198 28 a a DET istl-2566 198 29 consideration consideration NOUN istl-2566 198 30 when when SCONJ istl-2566 198 31 submitting submit VERB istl-2566 198 32 data datum NOUN istl-2566 198 33 to to ADP istl-2566 198 34 pubchem pubchem NOUN istl-2566 198 35 ( ( PUNCT istl-2566 198 36 daylight daylight NOUN istl-2566 198 37 chemical chemical ADJ istl-2566 198 38 information information NOUN istl-2566 198 39 systems system NOUN istl-2566 198 40 2011 2011 NUM istl-2566 198 41 ; ; PUNCT istl-2566 198 42 dassault dassault NOUN istl-2566 198 43 systemes systeme NOUN istl-2566 198 44 2017 2017 NUM istl-2566 198 45 ) ) PUNCT istl-2566 198 46 . . PUNCT istl-2566 199 1 however however ADV istl-2566 199 2 , , PUNCT istl-2566 199 3 as as SCONJ istl-2566 199 4 smiles smile NOUN istl-2566 199 5 contain contain VERB istl-2566 199 6 the the DET istl-2566 199 7 entire entire ADJ istl-2566 199 8 representation representation NOUN istl-2566 199 9 on on ADP istl-2566 199 10 one one NUM istl-2566 199 11 line line NOUN istl-2566 199 12 , , PUNCT istl-2566 199 13 we we PRON istl-2566 199 14 found find VERB istl-2566 199 15 smiles smile VERB istl-2566 199 16 much much ADV istl-2566 199 17 more more ADV istl-2566 199 18 convenient convenient ADJ istl-2566 199 19 to to PART istl-2566 199 20 work work VERB istl-2566 199 21 with with ADP istl-2566 199 22 compared compare VERB istl-2566 199 23 to to ADP istl-2566 199 24 molfile molfile NOUN istl-2566 199 25 / / SYM istl-2566 199 26 sdfiles sdfile NOUN istl-2566 199 27 . . PUNCT istl-2566 200 1 inchi inchi PROPN istl-2566 200 2 algorithm algorithm PROPN istl-2566 200 3 for for ADP istl-2566 200 4 substance substance NOUN istl-2566 200 5 registration registration NOUN istl-2566 200 6 the the DET istl-2566 200 7 use use NOUN istl-2566 200 8 of of ADP istl-2566 200 9 inchi inchi PROPN istl-2566 200 10 was be AUX istl-2566 200 11 critical critical ADJ istl-2566 200 12 to to ADP istl-2566 200 13 our our PRON istl-2566 200 14 substance substance NOUN istl-2566 200 15 registration registration NOUN istl-2566 200 16 process process NOUN istl-2566 200 17 , , PUNCT istl-2566 200 18 as as ADV istl-2566 200 19 well well ADV istl-2566 200 20 as as ADP istl-2566 200 21 being be AUX istl-2566 200 22 useful useful ADJ istl-2566 200 23 as as ADP istl-2566 200 24 a a DET istl-2566 200 25 consistency consistency NOUN istl-2566 200 26 check check NOUN istl-2566 200 27 within within ADP istl-2566 200 28 our our PRON istl-2566 200 29 overall overall ADJ istl-2566 200 30 workflow workflow NOUN istl-2566 200 31 . . PUNCT istl-2566 201 1 inchi inchi PROPN istl-2566 201 2 is be AUX istl-2566 201 3 an an DET istl-2566 201 4 open open ADJ istl-2566 201 5 non non ADJ istl-2566 201 6 - - ADJ istl-2566 201 7 proprietary proprietary ADJ istl-2566 201 8 chemical chemical NOUN istl-2566 201 9 identifier identifier NOUN istl-2566 201 10 , , PUNCT istl-2566 201 11 which which PRON istl-2566 201 12 is be AUX istl-2566 201 13 well well ADV istl-2566 201 14 supported support VERB istl-2566 201 15 across across ADP istl-2566 201 16 cheminformatics cheminformatic NOUN istl-2566 201 17 software software NOUN istl-2566 201 18 . . PUNCT istl-2566 202 1 the the DET istl-2566 202 2 inchi inchi PROPN istl-2566 202 3 algorithm algorithm PROPN istl-2566 202 4 is be AUX istl-2566 202 5 currently currently ADV istl-2566 202 6 used use VERB istl-2566 202 7 to to PART istl-2566 202 8 check check VERB istl-2566 202 9 for for ADP istl-2566 202 10 structure structure NOUN istl-2566 202 11 uniqueness uniqueness NOUN istl-2566 202 12 in in ADP istl-2566 202 13 several several ADJ istl-2566 202 14 public public ADJ istl-2566 202 15 chemical chemical NOUN istl-2566 202 16 databases database NOUN istl-2566 202 17 and and CCONJ istl-2566 202 18 cross cross ADJ istl-2566 202 19 - - ADJ istl-2566 202 20 referencing referencing ADJ istl-2566 202 21 services service NOUN istl-2566 202 22 such such ADJ istl-2566 202 23 as as ADP istl-2566 202 24 chembl chembl NOUN istl-2566 202 25 ( ( PUNCT istl-2566 202 26 mendez mendez PROPN istl-2566 202 27 et et PROPN istl-2566 202 28 al al PROPN istl-2566 202 29 . . PROPN istl-2566 202 30 2018 2018 NUM istl-2566 202 31 ; ; PUNCT istl-2566 202 32 hersey hersey PROPN istl-2566 202 33 [ [ PROPN istl-2566 202 34 date date NOUN istl-2566 202 35 unknown unknown ADJ istl-2566 202 36 ] ] PUNCT istl-2566 202 37 ) ) PUNCT istl-2566 202 38 , , PUNCT istl-2566 202 39 chebi chebi NOUN istl-2566 202 40 ( ( PUNCT istl-2566 202 41 chambers chamber NOUN istl-2566 202 42 et et PROPN istl-2566 202 43 al al PROPN istl-2566 202 44 . . PROPN istl-2566 202 45 2013 2013 NUM istl-2566 202 46 ; ; PUNCT istl-2566 202 47 hastings hasting VERB istl-2566 202 48 et et PROPN istl-2566 202 49 al al PROPN istl-2566 202 50 . . PROPN istl-2566 202 51 2016 2016 NUM istl-2566 202 52 ) ) PUNCT istl-2566 202 53 , , PUNCT istl-2566 202 54 chemspider chemspider NOUN istl-2566 202 55 ( ( PUNCT istl-2566 202 56 richardson richardson PROPN istl-2566 202 57 2018 2018 NUM istl-2566 202 58 ) ) PUNCT istl-2566 202 59 , , PUNCT istl-2566 202 60 and and CCONJ istl-2566 202 61 unichem unichem PROPN istl-2566 202 62 ( ( PUNCT istl-2566 202 63 chambers chamber NOUN istl-2566 202 64 et et PROPN istl-2566 202 65 al al PROPN istl-2566 202 66 . . PROPN istl-2566 202 67 2013 2013 NUM istl-2566 202 68 ) ) PUNCT istl-2566 202 69 . . PUNCT istl-2566 203 1 combined combine VERB istl-2566 203 2 with with ADP istl-2566 203 3 the the DET istl-2566 203 4 ability ability NOUN istl-2566 203 5 to to PART istl-2566 203 6 compare compare VERB istl-2566 203 7 inchis inchis NOUN istl-2566 203 8 across across ADP istl-2566 203 9 cheminformatics cheminformatic NOUN istl-2566 203 10 toolkits toolkit NOUN istl-2566 203 11 and and CCONJ istl-2566 203 12 the the DET istl-2566 203 13 established establish VERB istl-2566 203 14 record record NOUN istl-2566 203 15 of of ADP istl-2566 203 16 using use VERB istl-2566 203 17 inchi inchi NOUN istl-2566 203 18 as as ADP istl-2566 203 19 a a DET istl-2566 203 20 uniqueness uniqueness ADJ istl-2566 203 21 check check NOUN istl-2566 203 22 , , PUNCT istl-2566 203 23 inchi inchi PROPN istl-2566 203 24 proved prove VERB istl-2566 203 25 to to PART istl-2566 203 26 be be AUX istl-2566 203 27 a a DET istl-2566 203 28 great great ADJ istl-2566 203 29 choice choice NOUN istl-2566 203 30 for for ADP istl-2566 203 31 our our PRON istl-2566 203 32 structure structure NOUN istl-2566 203 33 uniqueness uniqueness NOUN istl-2566 203 34 check check NOUN istl-2566 203 35 . . PUNCT istl-2566 204 1 there there PRON istl-2566 204 2 are be VERB istl-2566 204 3 different different ADJ istl-2566 204 4 levels level NOUN istl-2566 204 5 of of ADP istl-2566 204 6 uniqueness uniqueness NOUN istl-2566 204 7 that that SCONJ istl-2566 204 8 inchi inchi PROPN istl-2566 204 9 can can AUX istl-2566 204 10 describe describe VERB istl-2566 204 11 , , PUNCT istl-2566 204 12 depending depend VERB istl-2566 204 13 on on ADP istl-2566 204 14 if if SCONJ istl-2566 204 15 a a DET istl-2566 204 16 standard standard ADJ istl-2566 204 17 or or CCONJ istl-2566 204 18 non non ADJ istl-2566 204 19 - - ADJ istl-2566 204 20 standard standard ADJ istl-2566 204 21 inchi inchi NOUN istl-2566 204 22 is be AUX istl-2566 204 23 calculated calculate VERB istl-2566 204 24 . . PUNCT istl-2566 205 1 standard standard ADJ istl-2566 205 2 inchis inchis PROPN istl-2566 205 3 , , PUNCT istl-2566 205 4 for for ADP istl-2566 205 5 example example NOUN istl-2566 205 6 , , PUNCT istl-2566 205 7 are be AUX istl-2566 205 8 tautomer tautomer ADJ istl-2566 205 9 independent independent ADJ istl-2566 205 10 , , PUNCT istl-2566 205 11 represent represent VERB istl-2566 205 12 organometallics organometallic NOUN istl-2566 205 13 with with ADP istl-2566 205 14 disconnected disconnected ADJ istl-2566 205 15 metals metal NOUN istl-2566 205 16 , , PUNCT istl-2566 205 17 and and CCONJ istl-2566 205 18 only only ADV istl-2566 205 19 support support VERB istl-2566 205 20 absolute absolute ADJ istl-2566 205 21 stereochemistry stereochemistry NOUN istl-2566 205 22 . . PUNCT istl-2566 206 1 these these DET istl-2566 206 2 limitations limitation NOUN istl-2566 206 3 can can AUX istl-2566 206 4 be be AUX istl-2566 206 5 overcome overcome VERB istl-2566 206 6 by by ADP istl-2566 206 7 calculating calculate VERB istl-2566 206 8 a a DET istl-2566 206 9 non non ADJ istl-2566 206 10 - - ADJ istl-2566 206 11 standard standard ADJ istl-2566 206 12 inchi inchi NOUN istl-2566 206 13 , , PUNCT istl-2566 206 14 which which PRON istl-2566 206 15 allows allow VERB istl-2566 206 16 for for ADP istl-2566 206 17 specific specific ADJ istl-2566 206 18 options option NOUN istl-2566 206 19 related relate VERB istl-2566 206 20 to to ADP istl-2566 206 21 tautomers tautomer NOUN istl-2566 206 22 , , PUNCT istl-2566 206 23 metal metal NOUN istl-2566 206 24 representation representation NOUN istl-2566 206 25 , , PUNCT istl-2566 206 26 stereochemistry stereochemistry NOUN istl-2566 206 27 and and CCONJ istl-2566 206 28 more more ADJ istl-2566 206 29 ( ( PUNCT istl-2566 206 30 heller heller NOUN istl-2566 206 31 et et PROPN istl-2566 206 32 al al PROPN istl-2566 206 33 . . PROPN istl-2566 206 34 2015 2015 NUM istl-2566 206 35 ) ) PUNCT istl-2566 206 36 . . PUNCT istl-2566 207 1 both both CCONJ istl-2566 207 2 the the DET istl-2566 207 3 standard standard ADJ istl-2566 207 4 inchi inchi PROPN istl-2566 207 5 and and CCONJ istl-2566 207 6 non non ADJ istl-2566 207 7 - - ADJ istl-2566 207 8 standard standard ADJ istl-2566 207 9 inchi inchi NOUN istl-2566 207 10 are be AUX istl-2566 207 11 suitable suitable ADJ istl-2566 207 12 choices choice NOUN istl-2566 207 13 for for ADP istl-2566 207 14 checking check VERB istl-2566 207 15 the the DET istl-2566 207 16 uniqueness uniqueness NOUN istl-2566 207 17 of of ADP istl-2566 207 18 chemical chemical ADJ istl-2566 207 19 substances substance NOUN istl-2566 207 20 . . PUNCT istl-2566 208 1 chembl chembl NOUN istl-2566 208 2 and and CCONJ istl-2566 208 3 unichem unichem PRON istl-2566 208 4 use use VERB istl-2566 208 5 the the DET istl-2566 208 6 standard standard ADJ istl-2566 208 7 inchi inchi NOUN istl-2566 208 8 , , PUNCT istl-2566 208 9 ( ( PUNCT istl-2566 208 10 chambers chamber NOUN istl-2566 208 11 et et PROPN istl-2566 208 12 al al PROPN istl-2566 208 13 . . PROPN istl-2566 208 14 2013 2013 NUM istl-2566 208 15 ; ; PUNCT istl-2566 208 16 hersey hersey PROPN istl-2566 209 1 [ [ PROPN istl-2566 209 2 date date NOUN istl-2566 209 3 unknown unknown ADJ istl-2566 209 4 ] ] PUNCT istl-2566 209 5 ) ) PUNCT istl-2566 209 6 while while SCONJ istl-2566 209 7 chemspider chemspider NOUN istl-2566 209 8 ( ( PUNCT istl-2566 209 9 royal royal ADJ istl-2566 209 10 society society NOUN istl-2566 209 11 of of ADP istl-2566 209 12 chemistry chemistry NOUN istl-2566 209 13 , , PUNCT istl-2566 209 14 personal personal ADJ istl-2566 209 15 communication communication NOUN istl-2566 209 16 , , PUNCT istl-2566 209 17 july july PROPN istl-2566 209 18 24 24 NUM istl-2566 209 19 , , PUNCT istl-2566 209 20 2020 2020 NUM istl-2566 209 21 ) ) PUNCT istl-2566 209 22 and and CCONJ istl-2566 209 23 chebi chebi NOUN istl-2566 209 24 use use VERB istl-2566 209 25 a a DET istl-2566 209 26 non non ADJ istl-2566 209 27 - - ADJ istl-2566 209 28 standard standard ADJ istl-2566 209 29 inchi inchi NOUN istl-2566 209 30 ( ( PUNCT istl-2566 209 31 chambers chamber NOUN istl-2566 209 32 et et PROPN istl-2566 209 33 al al PROPN istl-2566 209 34 . . PROPN istl-2566 209 35 2013 2013 NUM istl-2566 209 36 ; ; PUNCT istl-2566 209 37 hastings hasting VERB istl-2566 209 38 et et PROPN istl-2566 209 39 al al PROPN istl-2566 209 40 . . PROPN istl-2566 209 41 2016 2016 NUM istl-2566 209 42 ) ) PUNCT istl-2566 209 43 . . PUNCT istl-2566 210 1 chambers chamber NOUN istl-2566 210 2 et et PROPN istl-2566 210 3 al al PROPN istl-2566 210 4 . . PUNCT istl-2566 211 1 ( ( PUNCT istl-2566 211 2 2013 2013 NUM istl-2566 211 3 ) ) PUNCT istl-2566 211 4 argue argue VERB istl-2566 211 5 that that SCONJ istl-2566 211 6 the the DET istl-2566 211 7 community community NOUN istl-2566 211 8 considers consider VERB istl-2566 211 9 the the DET istl-2566 211 10 standard standard ADJ istl-2566 211 11 inchi inchi NOUN istl-2566 211 12 to to PART istl-2566 211 13 be be AUX istl-2566 211 14 an an DET istl-2566 211 15 acceptable acceptable ADJ istl-2566 211 16 measure measure NOUN istl-2566 211 17 of of ADP istl-2566 211 18 substance substance NOUN istl-2566 211 19 uniqueness uniqueness VERB istl-2566 211 20 relevant relevant ADJ istl-2566 211 21 to to ADP istl-2566 211 22 chemical chemical NOUN istl-2566 211 23 biology biology NOUN istl-2566 211 24 and and CCONJ istl-2566 211 25 drug drug NOUN istl-2566 211 26 discovery discovery NOUN istl-2566 211 27 . . PUNCT istl-2566 212 1 ultimately ultimately ADV istl-2566 212 2 , , PUNCT istl-2566 212 3 we we PRON istl-2566 212 4 selected select VERB istl-2566 212 5 the the DET istl-2566 212 6 standard standard ADJ istl-2566 212 7 inchi inchi NOUN istl-2566 212 8 because because SCONJ istl-2566 212 9 of of ADP istl-2566 212 10 the the DET istl-2566 212 11 primary primary ADJ istl-2566 212 12 consideration consideration NOUN istl-2566 212 13 of of ADP istl-2566 212 14 data data NOUN istl-2566 212 15 reuse reuse NOUN istl-2566 212 16 ; ; PUNCT istl-2566 212 17 that that PRON istl-2566 212 18 is be AUX istl-2566 212 19 , , PUNCT istl-2566 212 20 since since SCONJ istl-2566 212 21 all all PRON istl-2566 212 22 of of ADP istl-2566 212 23 our our PRON istl-2566 212 24 data datum NOUN istl-2566 212 25 , , PUNCT istl-2566 212 26 including include VERB istl-2566 212 27 intermediate intermediate ADJ istl-2566 212 28 working work VERB istl-2566 212 29 files file NOUN istl-2566 212 30 and and CCONJ istl-2566 212 31 registry registry NOUN istl-2566 212 32 lists list NOUN istl-2566 212 33 are be AUX istl-2566 212 34 public public ADJ istl-2566 212 35 , , PUNCT istl-2566 212 36 we we PRON istl-2566 212 37 felt feel VERB istl-2566 212 38 it it PRON istl-2566 212 39 was be AUX istl-2566 212 40 best good ADJ istl-2566 212 41 to to PART istl-2566 212 42 share share VERB istl-2566 212 43 standard standard ADJ istl-2566 212 44 inchis inchis NOUN istl-2566 212 45 for for ADP istl-2566 212 46 data data NOUN istl-2566 212 47 exchange exchange NOUN istl-2566 212 48 considerations consideration NOUN istl-2566 212 49 . . PUNCT istl-2566 213 1 pubchem pubchem PROPN istl-2566 213 2 data datum NOUN istl-2566 213 3 sharing sharing PROPN istl-2566 213 4 , , PUNCT istl-2566 213 5 provenance provenance NOUN istl-2566 213 6 , , PUNCT istl-2566 213 7 and and CCONJ istl-2566 213 8 access access NOUN istl-2566 213 9 at at ADP istl-2566 213 10 the the DET istl-2566 213 11 time time NOUN istl-2566 213 12 that that PRON istl-2566 213 13 we we PRON istl-2566 213 14 submitted submit VERB istl-2566 213 15 the the DET istl-2566 213 16 ua ua ADJ istl-2566 213 17 thesis thesis NOUN istl-2566 213 18 substances substance NOUN istl-2566 213 19 , , PUNCT istl-2566 213 20 pubchem pubchem PROPN istl-2566 213 21 had have VERB istl-2566 213 22 103 103 NUM istl-2566 213 23 million million NUM istl-2566 213 24 unique unique ADJ istl-2566 213 25 compounds compound NOUN istl-2566 213 26 . . PUNCT istl-2566 214 1 as as ADP istl-2566 214 2 such such ADJ istl-2566 214 3 , , PUNCT istl-2566 214 4 the the DET istl-2566 214 5 fact fact NOUN istl-2566 214 6 that that SCONJ istl-2566 214 7 40 40 NUM istl-2566 214 8 % % NOUN istl-2566 214 9 or or CCONJ istl-2566 214 10 more more ADJ istl-2566 214 11 of of ADP istl-2566 214 12 our our PRON istl-2566 214 13 contributions contribution NOUN istl-2566 214 14 were be AUX istl-2566 214 15 new new ADJ istl-2566 214 16 to to ADP istl-2566 214 17 the the DET istl-2566 214 18 database database NOUN istl-2566 214 19 and and CCONJ istl-2566 214 20 unique unique ADJ istl-2566 214 21 from from ADP istl-2566 214 22 the the DET istl-2566 214 23 already already ADV istl-2566 214 24 present present ADJ istl-2566 214 25 103 103 NUM istl-2566 214 26 million million NUM istl-2566 214 27 compounds compound NOUN istl-2566 214 28 is be AUX istl-2566 214 29 highly highly ADV istl-2566 214 30 significant significant ADJ istl-2566 214 31 , , PUNCT istl-2566 214 32 and and CCONJ istl-2566 214 33 we we PRON istl-2566 214 34 believe believe VERB istl-2566 214 35 supports support VERB istl-2566 214 36 the the DET istl-2566 214 37 claim claim NOUN istl-2566 214 38 that that SCONJ istl-2566 214 39 contributing contribute VERB istl-2566 214 40 substances substance NOUN istl-2566 214 41 from from ADP istl-2566 214 42 university university NOUN istl-2566 214 43 theses theses PROPN istl-2566 214 44 is be AUX istl-2566 214 45 valuable valuable ADJ istl-2566 214 46 to to ADP istl-2566 214 47 the the DET istl-2566 214 48 community community NOUN istl-2566 214 49 . . PUNCT istl-2566 215 1 for for ADP istl-2566 215 2 duplicate duplicate ADJ istl-2566 215 3 substances substance NOUN istl-2566 215 4 submitted submit VERB istl-2566 215 5 , , PUNCT istl-2566 215 6 there there PRON istl-2566 215 7 is be VERB istl-2566 215 8 still still ADV istl-2566 215 9 value value NOUN istl-2566 215 10 as as SCONJ istl-2566 215 11 the the DET istl-2566 215 12 data data NOUN istl-2566 215 13 is be AUX istl-2566 215 14 merged merge VERB istl-2566 215 15 with with ADP istl-2566 215 16 other other ADJ istl-2566 215 17 records record NOUN istl-2566 215 18 in in ADP istl-2566 215 19 pubchem pubchem NOUN istl-2566 215 20 and and CCONJ istl-2566 215 21 adds add VERB istl-2566 215 22 a a DET istl-2566 215 23 new new ADJ istl-2566 215 24 bibliographic bibliographic ADJ istl-2566 215 25 reference reference NOUN istl-2566 215 26 to to ADP istl-2566 215 27 the the DET istl-2566 215 28 record record NOUN istl-2566 215 29 . . PUNCT istl-2566 216 1 there there PRON istl-2566 216 2 are be VERB istl-2566 216 3 many many ADJ istl-2566 216 4 steps step NOUN istl-2566 216 5 involved involve VERB istl-2566 216 6 in in ADP istl-2566 216 7 sharing share VERB istl-2566 216 8 chemical chemical NOUN istl-2566 216 9 substance substance NOUN istl-2566 216 10 data datum NOUN istl-2566 216 11 from from ADP istl-2566 216 12 theses thesis NOUN istl-2566 216 13 and and CCONJ istl-2566 216 14 with with ADP istl-2566 216 15 that that PRON istl-2566 216 16 comes come VERB istl-2566 216 17 many many ADJ istl-2566 216 18 opportunities opportunity NOUN istl-2566 216 19 for for ADP istl-2566 216 20 data data NOUN istl-2566 216 21 loss loss NOUN istl-2566 216 22 or or CCONJ istl-2566 216 23 corruption corruption NOUN istl-2566 216 24 . . PUNCT istl-2566 217 1 no no ADV istl-2566 217 2 matter matter ADV istl-2566 217 3 how how SCONJ istl-2566 217 4 careful careful ADJ istl-2566 217 5 data data NOUN istl-2566 217 6 depositors depositor NOUN istl-2566 217 7 are be AUX istl-2566 217 8 locally locally ADV istl-2566 217 9 , , PUNCT istl-2566 217 10 there there PRON istl-2566 217 11 is be VERB istl-2566 217 12 still still ADV istl-2566 217 13 a a DET istl-2566 217 14 possibility possibility NOUN istl-2566 217 15 that that SCONJ istl-2566 217 16 any any PRON istl-2566 217 17 of of ADP istl-2566 217 18 the the DET istl-2566 217 19 substances substance NOUN istl-2566 217 20 shared share VERB istl-2566 217 21 in in ADP istl-2566 217 22 pubchem pubchem NOUN istl-2566 217 23 could could AUX istl-2566 217 24 be be AUX istl-2566 217 25 interpreted interpret VERB istl-2566 217 26 differently differently ADV istl-2566 217 27 after after ADP istl-2566 217 28 being be AUX istl-2566 217 29 processed process VERB istl-2566 217 30 with with ADP istl-2566 217 31 their their PRON istl-2566 217 32 selected select VERB istl-2566 217 33 cheminformatics cheminformatic NOUN istl-2566 217 34 software software NOUN istl-2566 217 35 and and CCONJ istl-2566 217 36 standardization standardization NOUN istl-2566 217 37 workflow workflow NOUN istl-2566 217 38 ( ( PUNCT istl-2566 217 39 hähnke hähnke PROPN istl-2566 217 40 et et PROPN istl-2566 217 41 al al PROPN istl-2566 217 42 . . PROPN istl-2566 217 43 2018 2018 NUM istl-2566 217 44 ) ) PUNCT istl-2566 217 45 . . PUNCT istl-2566 218 1 to to PART istl-2566 218 2 evaluate evaluate VERB istl-2566 218 3 how how SCONJ istl-2566 218 4 our our PRON istl-2566 218 5 substance substance NOUN istl-2566 218 6 representations representation NOUN istl-2566 218 7 changed change VERB istl-2566 218 8 after after ADP istl-2566 218 9 pubchem pubchem NOUN istl-2566 218 10 deposition deposition NOUN istl-2566 218 11 , , PUNCT istl-2566 218 12 we we PRON istl-2566 218 13 compared compare VERB istl-2566 218 14 our our PRON istl-2566 218 15 locally locally ADV istl-2566 218 16 computed compute VERB istl-2566 218 17 standard standard ADJ istl-2566 218 18 inchis inchis NOUN istl-2566 218 19 for for ADP istl-2566 218 20 all all DET istl-2566 218 21 substances substance NOUN istl-2566 218 22 that that PRON istl-2566 218 23 passed pass VERB istl-2566 218 24 pubchem pubchem NOUN istl-2566 218 25 standardization standardization NOUN istl-2566 218 26 to to ADP istl-2566 218 27 the the DET istl-2566 218 28 pubchem pubchem PROPN istl-2566 218 29 compound compound NOUN istl-2566 218 30 standard standard NOUN istl-2566 218 31 inchis inchis NOUN istl-2566 218 32 and and CCONJ istl-2566 218 33 found find VERB istl-2566 218 34 that that SCONJ istl-2566 218 35 150 150 NUM istl-2566 218 36 ( ( PUNCT istl-2566 218 37 5.2 5.2 NUM istl-2566 218 38 % % NOUN istl-2566 218 39 ) ) PUNCT istl-2566 218 40 of of ADP istl-2566 218 41 the the DET istl-2566 218 42 substances substance NOUN istl-2566 218 43 did do AUX istl-2566 218 44 not not PART istl-2566 218 45 have have VERB istl-2566 218 46 identical identical ADJ istl-2566 218 47 inchis inchis NOUN istl-2566 218 48 after after ADP istl-2566 218 49 pubchem pubchem NOUN istl-2566 218 50 processing processing NOUN istl-2566 218 51 , , PUNCT istl-2566 218 52 suggesting suggest VERB istl-2566 218 53 a a DET istl-2566 218 54 possible possible ADJ istl-2566 218 55 change change NOUN istl-2566 218 56 in in ADP istl-2566 218 57 structure structure NOUN istl-2566 218 58 representation representation NOUN istl-2566 218 59 . . PUNCT istl-2566 219 1 chemical chemical NOUN istl-2566 219 2 substance substance NOUN istl-2566 219 3 interpretation interpretation NOUN istl-2566 219 4 differences difference NOUN istl-2566 219 5 such such ADJ istl-2566 219 6 as as ADP istl-2566 219 7 a a DET istl-2566 219 8 stereochemistry stereochemistry NOUN istl-2566 219 9 loss loss NOUN istl-2566 219 10 or or CCONJ istl-2566 219 11 hydrogen hydrogen NOUN istl-2566 219 12 count count NOUN istl-2566 219 13 disagreement disagreement NOUN istl-2566 219 14 highlights highlight VERB istl-2566 219 15 the the DET istl-2566 219 16 importance importance NOUN istl-2566 219 17 of of ADP istl-2566 219 18 maintaining maintain VERB istl-2566 219 19 provenance provenance NOUN istl-2566 219 20 to to ADP istl-2566 219 21 the the DET istl-2566 219 22 original original ADJ istl-2566 219 23 data datum NOUN istl-2566 219 24 and and CCONJ istl-2566 219 25 link link NOUN istl-2566 219 26 to to ADP istl-2566 219 27 bibliographic bibliographic ADJ istl-2566 219 28 record record NOUN istl-2566 219 29 . . PUNCT istl-2566 220 1 while while SCONJ istl-2566 220 2 we we PRON istl-2566 220 3 can can AUX istl-2566 220 4 endeavor endeavor VERB istl-2566 220 5 to to PART istl-2566 220 6 limit limit VERB istl-2566 220 7 errors error NOUN istl-2566 220 8 ( ( PUNCT istl-2566 220 9 ~95 ~95 ADJ istl-2566 220 10 % % NOUN istl-2566 220 11 precision precision NOUN istl-2566 220 12 based base VERB istl-2566 220 13 on on ADP istl-2566 220 14 standard standard ADJ istl-2566 220 15 inchi inchi NOUN istl-2566 220 16 comparison comparison NOUN istl-2566 220 17 ) ) PUNCT istl-2566 220 18 , , PUNCT istl-2566 220 19 ultimately ultimately ADV istl-2566 220 20 the the DET istl-2566 220 21 end end NOUN istl-2566 220 22 user user NOUN istl-2566 220 23 should should AUX istl-2566 220 24 always always ADV istl-2566 220 25 validate validate VERB istl-2566 220 26 the the DET istl-2566 220 27 data datum NOUN istl-2566 220 28 with with ADP istl-2566 220 29 the the DET istl-2566 220 30 original original ADJ istl-2566 220 31 source source NOUN istl-2566 220 32 . . PUNCT istl-2566 221 1 one one NUM istl-2566 221 2 of of ADP istl-2566 221 3 the the DET istl-2566 221 4 biggest big ADJ istl-2566 221 5 advantages advantage NOUN istl-2566 221 6 of of ADP istl-2566 221 7 depositing deposit VERB istl-2566 221 8 data datum NOUN istl-2566 221 9 in in ADP istl-2566 221 10 pubchem pubchem PROPN istl-2566 221 11 is be AUX istl-2566 221 12 that that SCONJ istl-2566 221 13 users user NOUN istl-2566 221 14 can can AUX istl-2566 221 15 now now ADV istl-2566 221 16 search search VERB istl-2566 221 17 for for ADP istl-2566 221 18 ua ua PROPN istl-2566 221 19 thesis thesis NOUN istl-2566 221 20 substance substance NOUN istl-2566 221 21 data datum NOUN istl-2566 221 22 with with ADP istl-2566 221 23 chemical chemical ADJ istl-2566 221 24 specific specific ADJ istl-2566 221 25 search search NOUN istl-2566 221 26 query query NOUN istl-2566 221 27 options option NOUN istl-2566 221 28 , , PUNCT istl-2566 221 29 such such ADJ istl-2566 221 30 as as ADP istl-2566 221 31 by by ADP istl-2566 221 32 chemical chemical NOUN istl-2566 221 33 structure structure NOUN istl-2566 221 34 , , PUNCT istl-2566 221 35 substructure substructure NOUN istl-2566 221 36 , , PUNCT istl-2566 221 37 molecular molecular ADJ istl-2566 221 38 formula formula NOUN istl-2566 221 39 , , PUNCT istl-2566 221 40 and and CCONJ istl-2566 221 41 identifier identifier ADV istl-2566 221 42 . . PUNCT istl-2566 222 1 notably notably ADV istl-2566 222 2 , , PUNCT istl-2566 222 3 there there PRON istl-2566 222 4 is be VERB istl-2566 222 5 limited limited ADJ istl-2566 222 6 information information NOUN istl-2566 222 7 available available ADJ istl-2566 222 8 about about ADP istl-2566 222 9 chemists chemist NOUN istl-2566 222 10 ’ ’ PART istl-2566 222 11 use use NOUN istl-2566 222 12 of of ADP istl-2566 222 13 pubchem pubchem NOUN istl-2566 222 14 as as ADP istl-2566 222 15 citations citation NOUN istl-2566 222 16 to to ADP istl-2566 222 17 databases database NOUN istl-2566 222 18 in in ADP istl-2566 222 19 the the DET istl-2566 222 20 literature literature NOUN istl-2566 222 21 are be AUX istl-2566 222 22 rare rare ADJ istl-2566 222 23 ( ( PUNCT istl-2566 222 24 tomaszewski tomaszewski ADJ istl-2566 222 25 2019 2019 NUM istl-2566 222 26 ) ) PUNCT istl-2566 222 27 . . PUNCT istl-2566 223 1 in in ADP istl-2566 223 2 a a DET istl-2566 223 3 recent recent ADJ istl-2566 223 4 information information NOUN istl-2566 223 5 seeking seek VERB istl-2566 223 6 behavior behavior NOUN istl-2566 223 7 study study NOUN istl-2566 223 8 of of ADP istl-2566 223 9 chemists chemist NOUN istl-2566 223 10 , , PUNCT istl-2566 223 11 however however ADV istl-2566 223 12 , , PUNCT istl-2566 223 13 it it PRON istl-2566 223 14 was be AUX istl-2566 223 15 found find VERB istl-2566 223 16 that that SCONJ istl-2566 223 17 about about ADV istl-2566 223 18 17 17 NUM istl-2566 223 19 % % NOUN istl-2566 223 20 of of ADP istl-2566 223 21 the the DET istl-2566 223 22 chemists chemist NOUN istl-2566 223 23 surveyed survey VERB istl-2566 223 24 use use VERB istl-2566 223 25 pubmed pubmed PROPN istl-2566 223 26 ( ( PUNCT istl-2566 223 27 gordon gordon PROPN istl-2566 223 28 et et PROPN istl-2566 223 29 al al PROPN istl-2566 223 30 . . PROPN istl-2566 223 31 2018 2018 NUM istl-2566 223 32 ) ) PUNCT istl-2566 223 33 , , PUNCT istl-2566 223 34 which which PRON istl-2566 223 35 is be AUX istl-2566 223 36 closely closely ADV istl-2566 223 37 integrated integrate VERB istl-2566 223 38 with with ADP istl-2566 223 39 pubchem pubchem PROPN istl-2566 223 40 . . PUNCT istl-2566 224 1 moreover moreover ADV istl-2566 224 2 , , PUNCT istl-2566 224 3 throughout throughout ADP istl-2566 224 4 2020 2020 NUM istl-2566 224 5 , , PUNCT istl-2566 224 6 pubchem pubchem PROPN istl-2566 224 7 had have VERB istl-2566 224 8 between between ADP istl-2566 224 9 two two NUM istl-2566 224 10 and and CCONJ istl-2566 224 11 four four NUM istl-2566 224 12 million million NUM istl-2566 224 13 unique unique ADJ istl-2566 224 14 users user NOUN istl-2566 224 15 per per ADP istl-2566 224 16 month month NOUN istl-2566 224 17 ( ( PUNCT istl-2566 224 18 kim kim PROPN istl-2566 224 19 et et PROPN istl-2566 224 20 al al PROPN istl-2566 224 21 . . PROPN istl-2566 224 22 2021 2021 NUM istl-2566 224 23 ) ) PUNCT istl-2566 224 24 . . PUNCT istl-2566 225 1 full full ADJ istl-2566 225 2 access access NOUN istl-2566 225 3 to to ADP istl-2566 225 4 the the DET istl-2566 225 5 ua ua PROPN istl-2566 225 6 thesis thesis NOUN istl-2566 225 7 substance substance NOUN istl-2566 225 8 data datum NOUN istl-2566 225 9 is be AUX istl-2566 225 10 available available ADJ istl-2566 225 11 through through ADP istl-2566 225 12 pubchem pubchem NOUN istl-2566 225 13 via via ADP istl-2566 225 14 the the DET istl-2566 225 15 web web NOUN istl-2566 225 16 interface interface NOUN istl-2566 225 17 or or CCONJ istl-2566 225 18 any any PRON istl-2566 225 19 of of ADP istl-2566 225 20 their their PRON istl-2566 225 21 programmatic programmatic ADJ istl-2566 225 22 interfaces interface NOUN istl-2566 225 23 such such ADJ istl-2566 225 24 as as ADP istl-2566 225 25 pug pug NOUN istl-2566 225 26 - - PUNCT istl-2566 225 27 rest rest NOUN istl-2566 225 28 ( ( PUNCT istl-2566 225 29 kim kim PROPN istl-2566 225 30 et et PROPN istl-2566 225 31 al al PROPN istl-2566 225 32 . . PROPN istl-2566 225 33 2015 2015 NUM istl-2566 225 34 ) ) PUNCT istl-2566 225 35 , , PUNCT istl-2566 225 36 pug pug NOUN istl-2566 225 37 - - PUNCT istl-2566 225 38 view view NOUN istl-2566 225 39 ( ( PUNCT istl-2566 225 40 kim kim X istl-2566 225 41 et et PROPN istl-2566 225 42 al al PROPN istl-2566 225 43 . . PROPN istl-2566 225 44 2019 2019 NUM istl-2566 225 45 ) ) PUNCT istl-2566 225 46 or or CCONJ istl-2566 225 47 e e NOUN istl-2566 225 48 - - NOUN istl-2566 225 49 utilities utility NOUN istl-2566 225 50 ( ( PUNCT istl-2566 225 51 national national ADJ istl-2566 225 52 center center NOUN istl-2566 225 53 for for ADP istl-2566 225 54 biotechnology biotechnology NOUN istl-2566 225 55 information information NOUN istl-2566 225 56 2021 2021 NUM istl-2566 225 57 ) ) PUNCT istl-2566 225 58 . . PUNCT istl-2566 226 1 we we PRON istl-2566 226 2 recommend recommend VERB istl-2566 226 3 accessing access VERB istl-2566 226 4 ua ua PROPN istl-2566 226 5 thesis thesis NOUN istl-2566 226 6 substance substance NOUN istl-2566 226 7 data datum NOUN istl-2566 226 8 through through ADP istl-2566 226 9 pubchem pubchem NOUN istl-2566 226 10 , , PUNCT istl-2566 226 11 since since SCONJ istl-2566 226 12 pubchem pubchem NOUN istl-2566 226 13 standardizes standardize VERB istl-2566 226 14 the the DET istl-2566 226 15 data datum NOUN istl-2566 226 16 and and CCONJ istl-2566 226 17 combines combine VERB istl-2566 226 18 the the DET istl-2566 226 19 data datum NOUN istl-2566 226 20 with with ADP istl-2566 226 21 related related ADJ istl-2566 226 22 information information NOUN istl-2566 226 23 . . PUNCT istl-2566 227 1 however however ADV istl-2566 227 2 , , PUNCT istl-2566 227 3 to to PART istl-2566 227 4 maintain maintain VERB istl-2566 227 5 the the DET istl-2566 227 6 provenance provenance NOUN istl-2566 227 7 of of ADP istl-2566 227 8 the the DET istl-2566 227 9 substance substance NOUN istl-2566 227 10 data datum NOUN istl-2566 227 11 , , PUNCT istl-2566 227 12 and and CCONJ istl-2566 227 13 allow allow VERB istl-2566 227 14 users user NOUN istl-2566 227 15 to to PART istl-2566 227 16 validate validate VERB istl-2566 227 17 the the DET istl-2566 227 18 data datum NOUN istl-2566 227 19 , , PUNCT istl-2566 227 20 there there PRON istl-2566 227 21 is be VERB istl-2566 227 22 a a DET istl-2566 227 23 link link NOUN istl-2566 227 24 from from ADP istl-2566 227 25 the the DET istl-2566 227 26 source source NOUN istl-2566 227 27 field field NOUN istl-2566 227 28 in in ADP istl-2566 227 29 our our PRON istl-2566 227 30 pubchem pubchem NOUN istl-2566 227 31 deposited deposit VERB istl-2566 227 32 data datum NOUN istl-2566 227 33 directly directly ADV istl-2566 227 34 to to ADP istl-2566 227 35 our our PRON istl-2566 227 36 ualib_chemstructures ualib_chemstructure NOUN istl-2566 227 37 github github PROPN istl-2566 227 38 repository repository NOUN istl-2566 227 39 which which PRON istl-2566 227 40 contains contain VERB istl-2566 227 41 notes note NOUN istl-2566 227 42 about about ADP istl-2566 227 43 reuse reuse NOUN istl-2566 227 44 ( ( PUNCT istl-2566 227 45 cc cc X istl-2566 227 46 - - NOUN istl-2566 227 47 by by ADP istl-2566 227 48 4.0 4.0 NUM istl-2566 227 49 ) ) PUNCT istl-2566 227 50 , , PUNCT istl-2566 227 51 the the DET istl-2566 227 52 original original ADJ istl-2566 227 53 substance substance NOUN istl-2566 227 54 data datum NOUN istl-2566 227 55 files file NOUN istl-2566 227 56 , , PUNCT istl-2566 227 57 and and CCONJ istl-2566 227 58 thesis thesis NOUN istl-2566 227 59 bibliographic bibliographic ADJ istl-2566 227 60 reference reference NOUN istl-2566 227 61 . . PUNCT istl-2566 228 1 another another DET istl-2566 228 2 advantage advantage NOUN istl-2566 228 3 of of ADP istl-2566 228 4 depositing deposit VERB istl-2566 228 5 substance substance NOUN istl-2566 228 6 data datum NOUN istl-2566 228 7 in in ADP istl-2566 228 8 pubchem pubchem NOUN istl-2566 228 9 is be AUX istl-2566 228 10 the the DET istl-2566 228 11 ability ability NOUN istl-2566 228 12 to to PART istl-2566 228 13 update update VERB istl-2566 228 14 records record NOUN istl-2566 228 15 . . PUNCT istl-2566 229 1 if if SCONJ istl-2566 229 2 the the DET istl-2566 229 3 updated update VERB istl-2566 229 4 data datum NOUN istl-2566 229 5 is be AUX istl-2566 229 6 submitted submit VERB istl-2566 229 7 with with ADP istl-2566 229 8 the the DET istl-2566 229 9 original original ADJ istl-2566 229 10 registry registry NOUN istl-2566 229 11 identifier identifier NOUN istl-2566 229 12 , , PUNCT istl-2566 229 13 pubchem pubchem PROPN istl-2566 229 14 will will AUX istl-2566 229 15 maintain maintain VERB istl-2566 229 16 substance substance NOUN istl-2566 229 17 record record NOUN istl-2566 229 18 versioning versioning NOUN istl-2566 229 19 and and CCONJ istl-2566 229 20 reprocess reprocess VERB istl-2566 229 21 the the DET istl-2566 229 22 data datum NOUN istl-2566 229 23 into into ADP istl-2566 229 24 pubchem pubchem PROPN istl-2566 229 25 compound compound PROPN istl-2566 229 26 . . PUNCT istl-2566 230 1 this this PRON istl-2566 230 2 is be AUX istl-2566 230 3 important important ADJ istl-2566 230 4 , , PUNCT istl-2566 230 5 and and CCONJ istl-2566 230 6 allows allow VERB istl-2566 230 7 us we PRON istl-2566 230 8 to to PART istl-2566 230 9 update update VERB istl-2566 230 10 our our PRON istl-2566 230 11 substance substance NOUN istl-2566 230 12 records record NOUN istl-2566 230 13 , , PUNCT istl-2566 230 14 for for ADP istl-2566 230 15 example example NOUN istl-2566 230 16 , , PUNCT istl-2566 230 17 as as SCONJ istl-2566 230 18 we we PRON istl-2566 230 19 become become VERB istl-2566 230 20 aware aware ADJ istl-2566 230 21 of of ADP istl-2566 230 22 errors error NOUN istl-2566 230 23 or or CCONJ istl-2566 230 24 need need VERB istl-2566 230 25 to to PART istl-2566 230 26 update update VERB istl-2566 230 27 a a DET istl-2566 230 28 bibliographic bibliographic ADJ istl-2566 230 29 reference reference NOUN istl-2566 230 30 link link NOUN istl-2566 230 31 . . PUNCT istl-2566 231 1 moreover moreover ADV istl-2566 231 2 , , PUNCT istl-2566 231 3 we we PRON istl-2566 231 4 expect expect VERB istl-2566 231 5 to to PART istl-2566 231 6 submit submit VERB istl-2566 231 7 updates update NOUN istl-2566 231 8 as as SCONJ istl-2566 231 9 cheminformatics cheminformatic NOUN istl-2566 231 10 file file NOUN istl-2566 231 11 formats format NOUN istl-2566 231 12 improve improve VERB istl-2566 231 13 and and CCONJ istl-2566 231 14 as as ADP istl-2566 231 15 our our PRON istl-2566 231 16 workflows workflow NOUN istl-2566 231 17 and and CCONJ istl-2566 231 18 understanding understanding NOUN istl-2566 231 19 of of ADP istl-2566 231 20 how how SCONJ istl-2566 231 21 to to PART istl-2566 231 22 handle handle VERB istl-2566 231 23 chemical chemical ADJ istl-2566 231 24 representation representation NOUN istl-2566 231 25 increases increase NOUN istl-2566 231 26 . . PUNCT istl-2566 232 1 cost cost VERB istl-2566 232 2 versus versus ADP istl-2566 232 3 benefit benefit NOUN istl-2566 232 4 considerations consideration NOUN istl-2566 232 5 a a DET istl-2566 232 6 reasonable reasonable ADJ istl-2566 232 7 question question NOUN istl-2566 232 8 to to PART istl-2566 232 9 consider consider VERB istl-2566 232 10 is be AUX istl-2566 232 11 what what PRON istl-2566 232 12 is be AUX istl-2566 232 13 the the DET istl-2566 232 14 cost cost NOUN istl-2566 232 15 versus versus ADP istl-2566 232 16 benefit benefit NOUN istl-2566 232 17 of of ADP istl-2566 232 18 spending spend VERB istl-2566 232 19 the the DET istl-2566 232 20 time time NOUN istl-2566 232 21 to to PART istl-2566 232 22 extract extract VERB istl-2566 232 23 , , PUNCT istl-2566 232 24 register register VERB istl-2566 232 25 , , PUNCT istl-2566 232 26 and and CCONJ istl-2566 232 27 share share NOUN istl-2566 232 28 substances substance NOUN istl-2566 232 29 retrospectively retrospectively ADV istl-2566 232 30 from from ADP istl-2566 232 31 theses thesis NOUN istl-2566 232 32 ? ? PUNCT istl-2566 233 1 it it PRON istl-2566 233 2 is be AUX istl-2566 233 3 a a DET istl-2566 233 4 hard hard ADJ istl-2566 233 5 question question NOUN istl-2566 233 6 to to PART istl-2566 233 7 answer answer VERB istl-2566 233 8 , , PUNCT istl-2566 233 9 but but CCONJ istl-2566 233 10 we we PRON istl-2566 233 11 do do AUX istl-2566 233 12 have have VERB istl-2566 233 13 a a DET istl-2566 233 14 couple couple NOUN istl-2566 233 15 of of ADP istl-2566 233 16 supporting support VERB istl-2566 233 17 quantitative quantitative ADJ istl-2566 233 18 data datum NOUN istl-2566 233 19 points point NOUN istl-2566 233 20 . . PUNCT istl-2566 234 1 for for ADP istl-2566 234 2 example example NOUN istl-2566 234 3 , , PUNCT istl-2566 234 4 we we PRON istl-2566 234 5 found find VERB istl-2566 234 6 that that SCONJ istl-2566 234 7 at at ADV istl-2566 234 8 least least ADV istl-2566 234 9 40 40 NUM istl-2566 234 10 % % NOUN istl-2566 234 11 of of ADP istl-2566 234 12 the the DET istl-2566 234 13 substances substance NOUN istl-2566 234 14 we we PRON istl-2566 234 15 shared share VERB istl-2566 234 16 were be AUX istl-2566 234 17 new new ADJ istl-2566 234 18 to to ADP istl-2566 234 19 pubchem pubchem NOUN istl-2566 234 20 . . PUNCT istl-2566 235 1 the the DET istl-2566 235 2 40 40 NUM istl-2566 235 3 % % NOUN istl-2566 235 4 we we PRON istl-2566 235 5 found find VERB istl-2566 235 6 is be AUX istl-2566 235 7 less less ADJ istl-2566 235 8 than than ADP istl-2566 235 9 the the DET istl-2566 235 10 70 70 NUM istl-2566 235 11 % % NOUN istl-2566 235 12 reported report VERB istl-2566 235 13 by by ADP istl-2566 235 14 andrews andrew NOUN istl-2566 235 15 et et PROPN istl-2566 236 1 al al PROPN istl-2566 236 2 . . PUNCT istl-2566 236 3 ( ( PUNCT istl-2566 236 4 2016 2016 NUM istl-2566 236 5 ) ) PUNCT istl-2566 236 6 for for ADP istl-2566 236 7 new new ADJ istl-2566 236 8 substances substance NOUN istl-2566 236 9 deposited deposit VERB istl-2566 236 10 to to PART istl-2566 236 11 chemspider chemspider VERB istl-2566 236 12 from from ADP istl-2566 236 13 uk uk PROPN istl-2566 236 14 theses theses PROPN istl-2566 236 15 ; ; PUNCT istl-2566 236 16 however however ADV istl-2566 236 17 , , PUNCT istl-2566 236 18 it it PRON istl-2566 236 19 is be AUX istl-2566 236 20 still still ADV istl-2566 236 21 a a DET istl-2566 236 22 large large ADJ istl-2566 236 23 percentage percentage NOUN istl-2566 236 24 of of ADP istl-2566 236 25 new new ADJ istl-2566 236 26 substances substance NOUN istl-2566 236 27 deposited deposit VERB istl-2566 236 28 . . PUNCT istl-2566 237 1 there there PRON istl-2566 237 2 is be VERB istl-2566 237 3 also also ADV istl-2566 237 4 a a DET istl-2566 237 5 potential potential NOUN istl-2566 237 6 to to PART istl-2566 237 7 quantify quantify VERB istl-2566 237 8 any any DET istl-2566 237 9 increased increase VERB istl-2566 237 10 web web NOUN istl-2566 237 11 traffic traffic NOUN istl-2566 237 12 views view NOUN istl-2566 237 13 of of ADP istl-2566 237 14 ua ua NOUN istl-2566 237 15 theses these VERB istl-2566 237 16 with with ADP istl-2566 237 17 substances substance NOUN istl-2566 237 18 shared share VERB istl-2566 237 19 versus versus ADP istl-2566 237 20 theses thesis NOUN istl-2566 237 21 that that PRON istl-2566 237 22 do do AUX istl-2566 237 23 not not PART istl-2566 237 24 have have VERB istl-2566 237 25 their their PRON istl-2566 237 26 substances substance NOUN istl-2566 237 27 shared share VERB istl-2566 237 28 in in ADP istl-2566 237 29 machine machine NOUN istl-2566 237 30 - - PUNCT istl-2566 237 31 readable readable ADJ istl-2566 237 32 format format NOUN istl-2566 237 33 . . PUNCT istl-2566 238 1 we we PRON istl-2566 238 2 hope hope VERB istl-2566 238 3 to to PART istl-2566 238 4 have have VERB istl-2566 238 5 some some DET istl-2566 238 6 meaningful meaningful ADJ istl-2566 238 7 usage usage NOUN istl-2566 238 8 data datum NOUN istl-2566 238 9 to to PART istl-2566 238 10 analyze analyze VERB istl-2566 238 11 after after ADP istl-2566 238 12 a a DET istl-2566 238 13 few few ADJ istl-2566 238 14 years year NOUN istl-2566 238 15 , , PUNCT istl-2566 238 16 which which PRON istl-2566 238 17 should should AUX istl-2566 238 18 provide provide VERB istl-2566 238 19 a a DET istl-2566 238 20 reasonable reasonable ADJ istl-2566 238 21 time time NOUN istl-2566 238 22 frame frame NOUN istl-2566 238 23 for for ADP istl-2566 238 24 discovery discovery NOUN istl-2566 238 25 of of ADP istl-2566 238 26 the the DET istl-2566 238 27 new new ADJ istl-2566 238 28 data datum NOUN istl-2566 238 29 in in ADP istl-2566 238 30 pubchem pubchem NOUN istl-2566 238 31 . . PUNCT istl-2566 239 1 more more ADV istl-2566 239 2 broadly broadly ADV istl-2566 239 3 , , PUNCT istl-2566 239 4 theses theses PROPN istl-2566 239 5 represent represent VERB istl-2566 239 6 the the DET istl-2566 239 7 history history NOUN istl-2566 239 8 of of ADP istl-2566 239 9 the the DET istl-2566 239 10 research research NOUN istl-2566 239 11 at at ADP istl-2566 239 12 an an DET istl-2566 239 13 institution institution NOUN istl-2566 239 14 ( ( PUNCT istl-2566 239 15 scalfani scalfani VERB istl-2566 239 16 2017 2017 NUM istl-2566 239 17 ) ) PUNCT istl-2566 239 18 , , PUNCT istl-2566 239 19 and and CCONJ istl-2566 239 20 we we PRON istl-2566 239 21 feel feel VERB istl-2566 239 22 strongly strongly ADV istl-2566 239 23 that that SCONJ istl-2566 239 24 one one NUM istl-2566 239 25 of of ADP istl-2566 239 26 the the DET istl-2566 239 27 most most ADV istl-2566 239 28 important important ADJ istl-2566 239 29 tasks task NOUN istl-2566 239 30 a a DET istl-2566 239 31 librarian librarian NOUN istl-2566 239 32 should should AUX istl-2566 239 33 engage engage VERB istl-2566 239 34 in in ADP istl-2566 239 35 is be AUX istl-2566 239 36 to to PART istl-2566 239 37 help help VERB istl-2566 239 38 promote promote VERB istl-2566 239 39 , , PUNCT istl-2566 239 40 share share NOUN istl-2566 239 41 , , PUNCT istl-2566 239 42 and and CCONJ istl-2566 239 43 preserve preserve VERB istl-2566 239 44 their their PRON istl-2566 239 45 institutions institution NOUN istl-2566 239 46 ’ ’ PART istl-2566 239 47 research research NOUN istl-2566 239 48 for for SCONJ istl-2566 239 49 others other NOUN istl-2566 239 50 to to PART istl-2566 239 51 discover discover VERB istl-2566 239 52 and and CCONJ istl-2566 239 53 build build VERB istl-2566 239 54 upon upon SCONJ istl-2566 239 55 . . PUNCT istl-2566 240 1 we we PRON istl-2566 240 2 acknowledge acknowledge VERB istl-2566 240 3 that that SCONJ istl-2566 240 4 a a DET istl-2566 240 5 significant significant ADJ istl-2566 240 6 time time NOUN istl-2566 240 7 investment investment NOUN istl-2566 240 8 will will AUX istl-2566 240 9 be be AUX istl-2566 240 10 necessary necessary ADJ istl-2566 240 11 for for ADP istl-2566 240 12 the the DET istl-2566 240 13 workflow workflow NOUN istl-2566 240 14 setup setup NOUN istl-2566 240 15 and and CCONJ istl-2566 240 16 becoming become VERB istl-2566 240 17 familiar familiar ADJ istl-2566 240 18 with with ADP istl-2566 240 19 chemical chemical ADJ istl-2566 240 20 structures structure NOUN istl-2566 240 21 , , PUNCT istl-2566 240 22 software software NOUN istl-2566 240 23 , , PUNCT istl-2566 240 24 and and CCONJ istl-2566 240 25 machine machine NOUN istl-2566 240 26 - - PUNCT istl-2566 240 27 readable readable ADJ istl-2566 240 28 chemical chemical NOUN istl-2566 240 29 file file NOUN istl-2566 240 30 formats format NOUN istl-2566 240 31 . . PUNCT istl-2566 241 1 however however ADV istl-2566 241 2 , , PUNCT istl-2566 241 3 after after SCONJ istl-2566 241 4 a a DET istl-2566 241 5 workflow workflow NOUN istl-2566 241 6 is be AUX istl-2566 241 7 set set VERB istl-2566 241 8 up up ADP istl-2566 241 9 similarly similarly ADV istl-2566 241 10 to to ADP istl-2566 241 11 that that PRON istl-2566 241 12 described describe VERB istl-2566 241 13 in in ADP istl-2566 241 14 this this DET istl-2566 241 15 article article NOUN istl-2566 241 16 , , PUNCT istl-2566 241 17 the the DET istl-2566 241 18 actual actual ADJ istl-2566 241 19 process process NOUN istl-2566 241 20 of of ADP istl-2566 241 21 redrawing redrawe VERB istl-2566 241 22 structures structure NOUN istl-2566 241 23 and and CCONJ istl-2566 241 24 sharing share VERB istl-2566 241 25 them they PRON istl-2566 241 26 is be AUX istl-2566 241 27 reasonable reasonable ADJ istl-2566 241 28 and and CCONJ istl-2566 241 29 practical practical ADJ istl-2566 241 30 to to PART istl-2566 241 31 incorporate incorporate VERB istl-2566 241 32 within within ADP istl-2566 241 33 regular regular ADJ istl-2566 241 34 liaison liaison NOUN istl-2566 241 35 workloads workload NOUN istl-2566 241 36 . . PUNCT istl-2566 242 1 with with ADP istl-2566 242 2 a a DET istl-2566 242 3 bit bit NOUN istl-2566 242 4 of of ADP istl-2566 242 5 practice practice NOUN istl-2566 242 6 , , PUNCT istl-2566 242 7 we we PRON istl-2566 242 8 were be AUX istl-2566 242 9 able able ADJ istl-2566 242 10 to to PART istl-2566 242 11 complete complete VERB istl-2566 242 12 an an DET istl-2566 242 13 entire entire ADJ istl-2566 242 14 thesis thesis NOUN istl-2566 242 15 with with ADP istl-2566 242 16 60 60 NUM istl-2566 242 17 substances substance NOUN istl-2566 242 18 in in ADP istl-2566 242 19 about about ADV istl-2566 242 20 3 3 NUM istl-2566 242 21 hours hour NOUN istl-2566 242 22 . . PUNCT istl-2566 243 1 conclusion conclusion NOUN istl-2566 243 2 we we PRON istl-2566 243 3 successfully successfully ADV istl-2566 243 4 implemented implement VERB istl-2566 243 5 a a DET istl-2566 243 6 workflow workflow NOUN istl-2566 243 7 to to PART istl-2566 243 8 manually manually ADV istl-2566 243 9 redraw redraw VERB istl-2566 243 10 chemical chemical ADJ istl-2566 243 11 substances substance NOUN istl-2566 243 12 from from ADP istl-2566 243 13 ua ua PROPN istl-2566 243 14 theses thesis NOUN istl-2566 243 15 and and CCONJ istl-2566 243 16 share share VERB istl-2566 243 17 them they PRON istl-2566 243 18 in in ADP istl-2566 243 19 machine machine NOUN istl-2566 243 20 - - PUNCT istl-2566 243 21 readable readable ADJ istl-2566 243 22 format format NOUN istl-2566 243 23 in in ADP istl-2566 243 24 pubchem pubchem NOUN istl-2566 243 25 . . PUNCT istl-2566 244 1 the the DET istl-2566 244 2 main main ADJ istl-2566 244 3 workflow workflow NOUN istl-2566 244 4 used use VERB istl-2566 244 5 a a DET istl-2566 244 6 combination combination NOUN istl-2566 244 7 of of ADP istl-2566 244 8 chemaxon chemaxon NOUN istl-2566 244 9 marvinsketch marvinsketch NOUN istl-2566 244 10 and and CCONJ istl-2566 244 11 rdkit rdkit ADJ istl-2566 244 12 to to PART istl-2566 244 13 create create VERB istl-2566 244 14 a a DET istl-2566 244 15 machine machine NOUN istl-2566 244 16 - - PUNCT istl-2566 244 17 readable readable ADJ istl-2566 244 18 sdfile sdfile NOUN istl-2566 244 19 containing contain VERB istl-2566 244 20 the the DET istl-2566 244 21 substance substance NOUN istl-2566 244 22 connection connection NOUN istl-2566 244 23 tables table NOUN istl-2566 244 24 , , PUNCT istl-2566 244 25 smiles smile NOUN istl-2566 244 26 , , PUNCT istl-2566 244 27 inchi inchi PROPN istl-2566 244 28 and and CCONJ istl-2566 244 29 bibliographic bibliographic ADJ istl-2566 244 30 reference reference NOUN istl-2566 244 31 . . PUNCT istl-2566 245 1 the the DET istl-2566 245 2 greatest great ADJ istl-2566 245 3 challenge challenge NOUN istl-2566 245 4 was be AUX istl-2566 245 5 the the DET istl-2566 245 6 manual manual ADJ istl-2566 245 7 redrawing redrawing NOUN istl-2566 245 8 of of ADP istl-2566 245 9 the the DET istl-2566 245 10 chemical chemical ADJ istl-2566 245 11 substances substance NOUN istl-2566 245 12 , , PUNCT istl-2566 245 13 particularly particularly ADV istl-2566 245 14 when when SCONJ istl-2566 245 15 encountering encounter VERB istl-2566 245 16 perspective perspective NOUN istl-2566 245 17 drawings drawing NOUN istl-2566 245 18 and and CCONJ istl-2566 245 19 stereochemical stereochemical ADJ istl-2566 245 20 mixtures mixture NOUN istl-2566 245 21 . . PUNCT istl-2566 246 1 in in ADP istl-2566 246 2 total total PROPN istl-2566 246 3 , , PUNCT istl-2566 246 4 about about ADV istl-2566 246 5 3,000 3,000 NUM istl-2566 246 6 chemical chemical NOUN istl-2566 246 7 substances substance NOUN istl-2566 246 8 from from ADP istl-2566 246 9 73 73 NUM istl-2566 246 10 ua ua PROPN istl-2566 246 11 theses thesis NOUN istl-2566 246 12 were be AUX istl-2566 246 13 shared share VERB istl-2566 246 14 . . PUNCT istl-2566 247 1 at at ADV istl-2566 247 2 least least ADV istl-2566 247 3 40 40 NUM istl-2566 247 4 % % NOUN istl-2566 247 5 of of ADP istl-2566 247 6 the the DET istl-2566 247 7 substances substance NOUN istl-2566 247 8 were be AUX istl-2566 247 9 new new ADJ istl-2566 247 10 to to ADP istl-2566 247 11 pubchem pubchem NOUN istl-2566 247 12 at at ADP istl-2566 247 13 the the DET istl-2566 247 14 time time NOUN istl-2566 247 15 of of ADP istl-2566 247 16 deposition deposition NOUN istl-2566 247 17 . . PUNCT istl-2566 248 1 substance substance NOUN istl-2566 248 2 depositions deposition NOUN istl-2566 248 3 in in ADP istl-2566 248 4 pubchem pubchem NOUN istl-2566 248 5 include include VERB istl-2566 248 6 the the DET istl-2566 248 7 full full ADJ istl-2566 248 8 thesis thesis NOUN istl-2566 248 9 bibliographic bibliographic ADJ istl-2566 248 10 information information NOUN istl-2566 248 11 and and CCONJ istl-2566 248 12 link link VERB istl-2566 248 13 to to ADP istl-2566 248 14 the the DET istl-2566 248 15 thesis thesis NOUN istl-2566 248 16 full full ADJ istl-2566 248 17 - - PUNCT istl-2566 248 18 text text NOUN istl-2566 248 19 pdf pdf NOUN istl-2566 248 20 or or CCONJ istl-2566 248 21 metadata metadata PROPN istl-2566 248 22 record record NOUN istl-2566 248 23 if if SCONJ istl-2566 248 24 the the DET istl-2566 248 25 digital digital ADJ istl-2566 248 26 full full ADJ istl-2566 248 27 text text NOUN istl-2566 248 28 is be AUX istl-2566 248 29 not not PART istl-2566 248 30 yet yet ADV istl-2566 248 31 available available ADJ istl-2566 248 32 . . PUNCT istl-2566 249 1 users user NOUN istl-2566 249 2 can can AUX istl-2566 249 3 now now ADV istl-2566 249 4 discover discover VERB istl-2566 249 5 ua ua PROPN istl-2566 249 6 theses thesis NOUN istl-2566 249 7 in in ADP istl-2566 249 8 pubchem pubchem NOUN istl-2566 249 9 using use VERB istl-2566 249 10 specific specific ADJ istl-2566 249 11 chemical chemical NOUN istl-2566 249 12 literature literature NOUN istl-2566 249 13 search search NOUN istl-2566 249 14 strategies strategy NOUN istl-2566 249 15 like like ADP istl-2566 249 16 molecular molecular ADJ istl-2566 249 17 formula formula NOUN istl-2566 249 18 , , PUNCT istl-2566 249 19 structure structure NOUN istl-2566 249 20 , , PUNCT istl-2566 249 21 and and CCONJ istl-2566 249 22 identifier identifier NOUN istl-2566 249 23 searches search NOUN istl-2566 249 24 . . PUNCT istl-2566 250 1 for for ADP istl-2566 250 2 librarians librarian NOUN istl-2566 250 3 and and CCONJ istl-2566 250 4 curators curator NOUN istl-2566 250 5 seeking seek VERB istl-2566 250 6 to to PART istl-2566 250 7 share share VERB istl-2566 250 8 chemical chemical ADJ istl-2566 250 9 substance substance NOUN istl-2566 250 10 data datum NOUN istl-2566 250 11 from from ADP istl-2566 250 12 theses thesis NOUN istl-2566 250 13 , , PUNCT istl-2566 250 14 it it PRON istl-2566 250 15 is be AUX istl-2566 250 16 necessary necessary ADJ istl-2566 250 17 to to PART istl-2566 250 18 first first ADV istl-2566 250 19 become become VERB istl-2566 250 20 familiar familiar ADJ istl-2566 250 21 with with ADP istl-2566 250 22 chemical chemical ADJ istl-2566 250 23 file file NOUN istl-2566 250 24 formats format NOUN istl-2566 250 25 and and CCONJ istl-2566 250 26 their their PRON istl-2566 250 27 limitations limitation NOUN istl-2566 250 28 . . PUNCT istl-2566 251 1 it it PRON istl-2566 251 2 will will AUX istl-2566 251 3 take take VERB istl-2566 251 4 time time NOUN istl-2566 251 5 to to PART istl-2566 251 6 register register VERB istl-2566 251 7 and and CCONJ istl-2566 251 8 share share VERB istl-2566 251 9 a a DET istl-2566 251 10 significant significant ADJ istl-2566 251 11 amount amount NOUN istl-2566 251 12 of of ADP istl-2566 251 13 retrospective retrospective ADJ istl-2566 251 14 thesis thesis NOUN istl-2566 251 15 substance substance NOUN istl-2566 251 16 data datum NOUN istl-2566 251 17 from from ADP istl-2566 251 18 research research NOUN istl-2566 251 19 libraries library NOUN istl-2566 251 20 ; ; PUNCT istl-2566 251 21 however however ADV istl-2566 251 22 , , PUNCT istl-2566 251 23 we we PRON istl-2566 251 24 are be AUX istl-2566 251 25 hopeful hopeful ADJ istl-2566 251 26 that that SCONJ istl-2566 251 27 this this DET istl-2566 251 28 article article NOUN istl-2566 251 29 will will AUX istl-2566 251 30 help help VERB istl-2566 251 31 stimulate stimulate VERB istl-2566 251 32 interest interest NOUN istl-2566 251 33 among among ADP istl-2566 251 34 chemistry chemistry NOUN istl-2566 251 35 librarians librarian NOUN istl-2566 251 36 and and CCONJ istl-2566 251 37 support support VERB istl-2566 251 38 the the DET istl-2566 251 39 idea idea NOUN istl-2566 251 40 that that SCONJ istl-2566 251 41 enhancing enhance VERB istl-2566 251 42 the the DET istl-2566 251 43 discovery discovery NOUN istl-2566 251 44 of of ADP istl-2566 251 45 theses thesis NOUN istl-2566 251 46 is be AUX istl-2566 251 47 of of ADP istl-2566 251 48 value value NOUN istl-2566 251 49 to to ADP istl-2566 251 50 the the DET istl-2566 251 51 community community NOUN istl-2566 251 52 and and CCONJ istl-2566 251 53 profession profession NOUN istl-2566 251 54 . . PUNCT istl-2566 252 1 supporting support VERB istl-2566 252 2 information information NOUN istl-2566 252 3 github github PROPN istl-2566 252 4 repository repository NOUN istl-2566 252 5 : : PUNCT istl-2566 252 6 https://github.com/ualibweb/ualib_chemstructures https://github.com/ualibweb/ualib_chemstructure NOUN istl-2566 252 7 – – PUNCT istl-2566 252 8 includes include VERB istl-2566 252 9 all all DET istl-2566 252 10 working work VERB istl-2566 252 11 substance substance NOUN istl-2566 252 12 data datum NOUN istl-2566 252 13 files file NOUN istl-2566 252 14 , , PUNCT istl-2566 252 15 programmatic programmatic ADJ istl-2566 252 16 scripts script NOUN istl-2566 252 17 , , PUNCT istl-2566 252 18 and and CCONJ istl-2566 252 19 notes note NOUN istl-2566 252 20 . . PUNCT istl-2566 253 1 pubchem pubchem PROPN istl-2566 253 2 data datum NOUN istl-2566 253 3 : : PUNCT istl-2566 253 4 https://pubchem.ncbi.nlm.nih.gov/source/15645 https://pubchem.ncbi.nlm.nih.gov/source/15645 PROPN istl-2566 253 5 – – PUNCT istl-2566 253 6 includes include VERB istl-2566 253 7 substance substance NOUN istl-2566 253 8 data datum NOUN istl-2566 253 9 submitted submit VERB istl-2566 253 10 to to ADP istl-2566 253 11 pubchem pubchem NOUN istl-2566 253 12 ( ( PUNCT istl-2566 253 13 sids sid NOUN istl-2566 253 14 ) ) PUNCT istl-2566 253 15 and and CCONJ istl-2566 253 16 standardized standardize VERB istl-2566 253 17 pubchem pubchem NOUN istl-2566 253 18 data datum NOUN istl-2566 253 19 ( ( PUNCT istl-2566 253 20 cids cid NOUN istl-2566 253 21 ) ) PUNCT istl-2566 253 22 . . PUNCT istl-2566 254 1 institutional institutional ADJ istl-2566 254 2 repository repository ADJ istl-2566 254 3 archived archive VERB istl-2566 254 4 data datum NOUN istl-2566 254 5 : : PUNCT istl-2566 254 6 https://ir.ua.edu/ https://ir.ua.edu/ PROPN istl-2566 254 7 includes include VERB istl-2566 254 8 a a DET istl-2566 254 9 copy copy NOUN istl-2566 254 10 of of ADP istl-2566 254 11 the the DET istl-2566 254 12 original original ADJ istl-2566 254 13 machine machine NOUN istl-2566 254 14 - - PUNCT istl-2566 254 15 readable readable ADJ istl-2566 254 16 files file NOUN istl-2566 254 17 submitted submit VERB istl-2566 254 18 to to ADP istl-2566 254 19 pubchem pubchem NOUN istl-2566 254 20 . . PUNCT istl-2566 255 1 acknowledgments acknowledgment NOUN istl-2566 255 2 vfs vfs PROPN istl-2566 255 3 thanks thank NOUN istl-2566 255 4 jeweles jeweles PROPN istl-2566 255 5 moton moton PROPN istl-2566 255 6 , , PUNCT istl-2566 255 7 rachel rachel PROPN istl-2566 255 8 humphrey humphrey PROPN istl-2566 255 9 , , PUNCT istl-2566 255 10 donald donald PROPN istl-2566 255 11 williams williams PROPN istl-2566 255 12 , , PUNCT istl-2566 255 13 and and CCONJ istl-2566 255 14 mary mary PROPN istl-2566 255 15 alexander alexander PROPN istl-2566 255 16 for for ADP istl-2566 255 17 help help NOUN istl-2566 255 18 with with ADP istl-2566 255 19 early early ADJ istl-2566 255 20 data data NOUN istl-2566 255 21 collection collection NOUN istl-2566 255 22 and and CCONJ istl-2566 255 23 workflows workflow NOUN istl-2566 255 24 . . PUNCT istl-2566 256 1 we we PRON istl-2566 256 2 thank thank VERB istl-2566 256 3 chemaxon chemaxon PROPN istl-2566 256 4 for for ADP istl-2566 256 5 the the DET istl-2566 256 6 marvinsketch marvinsketch NOUN istl-2566 256 7 academic academic ADJ istl-2566 256 8 research research NOUN istl-2566 256 9 license license NOUN istl-2566 256 10 , , PUNCT istl-2566 256 11 bio bio PROPN istl-2566 256 12 - - PROPN istl-2566 256 13 rad rad PROPN istl-2566 256 14 for for ADP istl-2566 256 15 the the DET istl-2566 256 16 knowitall knowitall NOUN istl-2566 256 17 academic academic ADJ istl-2566 256 18 license license NOUN istl-2566 256 19 ( ( PUNCT istl-2566 256 20 now now ADV istl-2566 256 21 wiley wiley ADJ istl-2566 256 22 science science NOUN istl-2566 256 23 solutions solution NOUN istl-2566 256 24 ) ) PUNCT istl-2566 256 25 , , PUNCT istl-2566 256 26 and and CCONJ istl-2566 256 27 all all DET istl-2566 256 28 contributors contributor NOUN istl-2566 256 29 to to PART istl-2566 256 30 rdkit rdkit VERB istl-2566 256 31 . . PUNCT istl-2566 257 1 vfs vfs PROPN istl-2566 257 2 acknowledges acknowledge VERB istl-2566 257 3 the the DET istl-2566 257 4 university university PROPN istl-2566 257 5 of of ADP istl-2566 257 6 alabama alabama PROPN istl-2566 257 7 libraries library NOUN istl-2566 257 8 for for ADP istl-2566 257 9 granting grant VERB istl-2566 257 10 research research NOUN istl-2566 257 11 leave leave NOUN istl-2566 257 12 for for ADP istl-2566 257 13 this this DET istl-2566 257 14 work work NOUN istl-2566 257 15 . . PUNCT istl-2566 258 1 finally finally ADV istl-2566 258 2 , , PUNCT istl-2566 258 3 we we PRON istl-2566 258 4 thank thank VERB istl-2566 258 5 nih nih PROPN istl-2566 258 6 / / SYM istl-2566 258 7 nlm nlm PROPN istl-2566 258 8 / / SYM istl-2566 258 9 ncbi ncbi PROPN istl-2566 258 10 pubchem pubchem PROPN istl-2566 258 11 staff staff NOUN istl-2566 258 12 for for ADP istl-2566 258 13 their their PRON istl-2566 258 14 helpful helpful ADJ istl-2566 258 15 responses response NOUN istl-2566 258 16 related relate VERB istl-2566 258 17 to to ADP istl-2566 258 18 chemical chemical NOUN istl-2566 258 19 file file NOUN istl-2566 258 20 formats format NOUN istl-2566 258 21 and and CCONJ istl-2566 258 22 data data NOUN istl-2566 258 23 submission submission NOUN istl-2566 258 24 questions question NOUN istl-2566 258 25 . . PUNCT istl-2566 259 1 references reference NOUN istl-2566 259 2 abshear abshear PROPN istl-2566 259 3 , , PUNCT istl-2566 259 4 t. t. PROPN istl-2566 259 5 , , PUNCT istl-2566 259 6 banik banik PROPN istl-2566 259 7 , , PUNCT istl-2566 259 8 g. g. PROPN istl-2566 259 9 , , PUNCT istl-2566 259 10 dalvi dalvi PROPN istl-2566 259 11 , , PUNCT istl-2566 259 12 s. s. PROPN istl-2566 259 13 , , PUNCT istl-2566 259 14 d’souza d’souza PROPN istl-2566 259 15 , , PUNCT istl-2566 259 16 m. m. NOUN istl-2566 259 17 , , PUNCT istl-2566 259 18 kunitsky kunitsky PROPN istl-2566 259 19 , , PUNCT istl-2566 259 20 k. k. PROPN istl-2566 259 21 & & CCONJ istl-2566 259 22 nedwed nedwe VERB istl-2566 259 23 , , PUNCT istl-2566 259 24 k. k. NOUN istl-2566 259 25 2018 2018 NUM istl-2566 259 26 . . PUNCT istl-2566 260 1 validation validation NOUN istl-2566 260 2 of of ADP istl-2566 260 3 the the DET istl-2566 260 4 knowitall knowitall NOUN istl-2566 260 5 stereochemistry stereochemistry NOUN istl-2566 260 6 toolkit toolkit NOUN istl-2566 260 7 : : PUNCT istl-2566 260 8 tech tech NOUN istl-2566 260 9 note note NOUN istl-2566 260 10 210434 210434 NUM istl-2566 260 11 . . PUNCT istl-2566 261 1 philadelphia philadelphia PROPN istl-2566 261 2 ( ( PUNCT istl-2566 261 3 pa pa PROPN istl-2566 261 4 ): ): PUNCT istl-2566 261 5 bio bio PROPN istl-2566 261 6 - - PUNCT istl-2566 261 7 rad rad ADJ istl-2566 261 8 laboratories laboratory NOUN istl-2566 261 9 . . PUNCT istl-2566 262 1 akhondi akhondi PROPN istl-2566 262 2 , , PUNCT istl-2566 262 3 s.a s.a PROPN istl-2566 262 4 . . PROPN istl-2566 262 5 , , PUNCT istl-2566 262 6 kors kors PROPN istl-2566 262 7 , , PUNCT istl-2566 262 8 j.a j.a PROPN istl-2566 262 9 . . PROPN istl-2566 262 10 & & CCONJ istl-2566 262 11 muresan muresan PROPN istl-2566 262 12 , , PUNCT istl-2566 262 13 s. s. PROPN istl-2566 262 14 2012 2012 NUM istl-2566 262 15 . . PUNCT istl-2566 263 1 consistency consistency NOUN istl-2566 263 2 of of ADP istl-2566 263 3 systematic systematic ADJ istl-2566 263 4 chemical chemical NOUN istl-2566 263 5 identifiers identifier NOUN istl-2566 263 6 within within ADP istl-2566 263 7 and and CCONJ istl-2566 263 8 between between ADP istl-2566 263 9 small small ADJ istl-2566 263 10 - - PUNCT istl-2566 263 11 molecule molecule NOUN istl-2566 263 12 databases database NOUN istl-2566 263 13 . . PUNCT istl-2566 264 1 journal journal PROPN istl-2566 264 2 of of ADP istl-2566 264 3 cheminformatics cheminformatics PROPN istl-2566 264 4 4:35 4:35 NUM istl-2566 264 5 . . PUNCT istl-2566 265 1 doi:10.1186/1758 doi:10.1186/1758 NOUN istl-2566 265 2 - - PUNCT istl-2566 265 3 2946 2946 NUM istl-2566 265 4 - - PUNCT istl-2566 265 5 4 4 NUM istl-2566 265 6 - - SYM istl-2566 265 7 35 35 NUM istl-2566 265 8 . . PUNCT istl-2566 265 9 andrews andrews PROPN istl-2566 265 10 , , PUNCT istl-2566 265 11 d.m d.m PROPN istl-2566 265 12 . . PROPN istl-2566 265 13 , , PUNCT istl-2566 265 14 broad broad PROPN istl-2566 265 15 , , PUNCT istl-2566 265 16 l.m l.m PROPN istl-2566 265 17 . . PROPN istl-2566 265 18 , , PUNCT istl-2566 265 19 edwards edwards PROPN istl-2566 265 20 , , PUNCT istl-2566 265 21 p.j p.j PROPN istl-2566 265 22 . . PROPN istl-2566 265 23 , , PUNCT istl-2566 265 24 fox fox PROPN istl-2566 265 25 , , PUNCT istl-2566 265 26 d.n.a d.n.a PROPN istl-2566 265 27 . . PROPN istl-2566 265 28 , , PUNCT istl-2566 265 29 gallagher gallagher PROPN istl-2566 265 30 , , PUNCT istl-2566 265 31 t. t. PROPN istl-2566 265 32 , , PUNCT istl-2566 265 33 garland garland PROPN istl-2566 265 34 , , PUNCT istl-2566 265 35 s.l s.l PROPN istl-2566 265 36 . . PROPN istl-2566 265 37 , , PUNCT istl-2566 265 38 kidd kidd PROPN istl-2566 265 39 , , PUNCT istl-2566 265 40 r. r. PROPN istl-2566 265 41 & & CCONJ istl-2566 265 42 sweeney sweeney PROPN istl-2566 265 43 , , PUNCT istl-2566 265 44 j.b j.b PROPN istl-2566 265 45 . . PROPN istl-2566 265 46 2016 2016 NUM istl-2566 265 47 . . PUNCT istl-2566 266 1 the the DET istl-2566 266 2 creation creation NOUN istl-2566 266 3 and and CCONJ istl-2566 266 4 characterisation characterisation NOUN istl-2566 266 5 of of ADP istl-2566 266 6 a a DET istl-2566 266 7 national national ADJ istl-2566 266 8 compound compound NOUN istl-2566 266 9 collection collection NOUN istl-2566 266 10 : : PUNCT istl-2566 266 11 the the DET istl-2566 266 12 royal royal ADJ istl-2566 266 13 society society NOUN istl-2566 266 14 of of ADP istl-2566 266 15 chemistry chemistry NOUN istl-2566 266 16 pilot pilot NOUN istl-2566 266 17 . . PUNCT istl-2566 267 1 chemical chemical PROPN istl-2566 267 2 science science PROPN istl-2566 267 3 7(6):3869–3878 7(6):3869–3878 PROPN istl-2566 267 4 . . PUNCT istl-2566 268 1 doi:10.1039 doi:10.1039 PROPN istl-2566 268 2 / / SYM istl-2566 268 3 c6sc00264a c6sc00264a PROPN istl-2566 268 4 . . PUNCT istl-2566 268 5 brecher brecher PROPN istl-2566 268 6 , , PUNCT istl-2566 268 7 j. j. PROPN istl-2566 268 8 2006 2006 NUM istl-2566 268 9 . . PUNCT istl-2566 269 1 graphical graphical ADJ istl-2566 269 2 representation representation NOUN istl-2566 269 3 of of ADP istl-2566 269 4 stereochemical stereochemical ADJ istl-2566 269 5 configuration configuration NOUN istl-2566 269 6 ( ( PUNCT istl-2566 269 7 iupac iupac ADJ istl-2566 269 8 recommendations recommendation NOUN istl-2566 269 9 2006 2006 NUM istl-2566 269 10 ) ) PUNCT istl-2566 269 11 . . PUNCT istl-2566 270 1 pure pure ADJ istl-2566 270 2 and and CCONJ istl-2566 270 3 applied apply VERB istl-2566 270 4 chemistry chemistry NOUN istl-2566 270 5 78(10):1897–1970 78(10):1897–1970 PROPN istl-2566 270 6 . . PUNCT istl-2566 270 7 doi:10.1351 doi:10.1351 PROPN istl-2566 270 8 / / SYM istl-2566 270 9 pac200678101897 pac200678101897 PROPN istl-2566 270 10 . . PUNCT istl-2566 271 1 brecher brecher PROPN istl-2566 271 2 , , PUNCT istl-2566 271 3 j. j. PROPN istl-2566 271 4 2008 2008 NUM istl-2566 271 5 . . PUNCT istl-2566 272 1 graphical graphical ADJ istl-2566 272 2 representation representation NOUN istl-2566 272 3 standards standard NOUN istl-2566 272 4 for for ADP istl-2566 272 5 chemical chemical NOUN istl-2566 272 6 structure structure NOUN istl-2566 272 7 diagrams diagram NOUN istl-2566 272 8 . . PUNCT istl-2566 273 1 pure pure ADJ istl-2566 273 2 and and CCONJ istl-2566 273 3 applied apply VERB istl-2566 273 4 chemistry chemistry NOUN istl-2566 273 5 80(2):277–410 80(2):277–410 PROPN istl-2566 273 6 . . PUNCT istl-2566 274 1 doi:10.1351 doi:10.1351 NOUN istl-2566 274 2 / / SYM istl-2566 274 3 pac200880020277 pac200880020277 NOUN istl-2566 274 4 . . PUNCT istl-2566 275 1 buntrock buntrock NOUN istl-2566 275 2 , , PUNCT istl-2566 275 3 r.e r.e PROPN istl-2566 275 4 . . PROPN istl-2566 275 5 2001 2001 NUM istl-2566 275 6 . . PUNCT istl-2566 276 1 chemical chemical NOUN istl-2566 276 2 registries registry NOUN istl-2566 276 3 in in ADP istl-2566 276 4 the the DET istl-2566 276 5 fourth fourth ADJ istl-2566 276 6 decade decade NOUN istl-2566 276 7 of of ADP istl-2566 276 8 service service NOUN istl-2566 276 9 . . PUNCT istl-2566 277 1 journal journal PROPN istl-2566 277 2 of of ADP istl-2566 277 3 chemical chemical ADJ istl-2566 277 4 information information NOUN istl-2566 277 5 and and CCONJ istl-2566 277 6 computer computer NOUN istl-2566 277 7 sciences science NOUN istl-2566 277 8 41(2):259–263 41(2):259–263 PROPN istl-2566 277 9 . . PUNCT istl-2566 278 1 doi:10.1021 doi:10.1021 ADJ istl-2566 278 2 / / SYM istl-2566 278 3 ci000109q ci000109q NOUN istl-2566 278 4 . . PUNCT istl-2566 279 1 chambers chamber NOUN istl-2566 279 2 , , PUNCT istl-2566 279 3 j. j. PROPN istl-2566 279 4 , , PUNCT istl-2566 279 5 davies davy NOUN istl-2566 279 6 , , PUNCT istl-2566 279 7 m. m. NOUN istl-2566 279 8 , , PUNCT istl-2566 279 9 gaulton gaulton PROPN istl-2566 279 10 , , PUNCT istl-2566 279 11 a. a. PROPN istl-2566 279 12 , , PUNCT istl-2566 279 13 hersey hersey PROPN istl-2566 279 14 , , PUNCT istl-2566 279 15 a. a. PROPN istl-2566 279 16 , , PUNCT istl-2566 279 17 velankar velankar PROPN istl-2566 279 18 , , PUNCT istl-2566 279 19 s. s. PROPN istl-2566 279 20 , , PUNCT istl-2566 279 21 petryszak petryszak PROPN istl-2566 279 22 , , PUNCT istl-2566 279 23 r. r. PROPN istl-2566 279 24 , , PUNCT istl-2566 279 25 hastings hastings PROPN istl-2566 279 26 , , PUNCT istl-2566 279 27 j. j. PROPN istl-2566 279 28 , , PUNCT istl-2566 279 29 bellis bellis PROPN istl-2566 279 30 , , PUNCT istl-2566 279 31 l. l. PROPN istl-2566 279 32 , , PUNCT istl-2566 279 33 mcglinchey mcglinchey PROPN istl-2566 279 34 , , PUNCT istl-2566 279 35 s. s. PROPN istl-2566 279 36 & & CCONJ istl-2566 279 37 overington overington PROPN istl-2566 279 38 , , PUNCT istl-2566 279 39 j.p j.p PROPN istl-2566 279 40 . . PROPN istl-2566 279 41 2013 2013 NUM istl-2566 279 42 . . PUNCT istl-2566 280 1 unichem unichem PROPN istl-2566 280 2 : : PUNCT istl-2566 280 3 a a DET istl-2566 280 4 unified unify VERB istl-2566 280 5 chemical chemical NOUN istl-2566 280 6 structure structure NOUN istl-2566 280 7 cross cros VERB istl-2566 280 8 - - NOUN istl-2566 280 9 referencing referencing ADJ istl-2566 280 10 and and CCONJ istl-2566 280 11 identifier identifier NOUN istl-2566 280 12 tracking tracking NOUN istl-2566 280 13 system system NOUN istl-2566 280 14 . . PUNCT istl-2566 280 15 journal journal PROPN istl-2566 280 16 of of ADP istl-2566 280 17 cheminformatics cheminformatic NOUN istl-2566 280 18 5:3 5:3 NUM istl-2566 280 19 . . PUNCT istl-2566 281 1 doi:10.1186/1758 doi:10.1186/1758 NOUN istl-2566 281 2 - - PUNCT istl-2566 281 3 2946 2946 NUM istl-2566 281 4 - - PUNCT istl-2566 281 5 5 5 NUM istl-2566 281 6 - - SYM istl-2566 281 7 3 3 NUM istl-2566 281 8 . . NUM istl-2566 281 9 chemaxon chemaxon PROPN istl-2566 281 10 . . PUNCT istl-2566 282 1 2019a 2019a NUM istl-2566 282 2 . . PUNCT istl-2566 283 1 marvinsketch marvinsketch NOUN istl-2566 283 2 v19.27.0 v19.27.0 PROPN istl-2566 284 1 [ [ X istl-2566 284 2 internet internet NOUN istl-2566 284 3 ] ] PUNCT istl-2566 284 4 . . PUNCT istl-2566 285 1 [ [ X istl-2566 285 2 cited cite VERB istl-2566 285 3 2021 2021 NUM istl-2566 285 4 jan jan PROPN istl-2566 285 5 13 13 NUM istl-2566 285 6 ] ] PUNCT istl-2566 285 7 . . PUNCT istl-2566 286 1 available available ADJ istl-2566 286 2 from from ADP istl-2566 286 3 https://chemaxon.com https://chemaxon.com X istl-2566 286 4 . . PUNCT istl-2566 287 1 chemaxon chemaxon PROPN istl-2566 287 2 . . PUNCT istl-2566 288 1 2019b 2019b NUM istl-2566 288 2 . . PUNCT istl-2566 289 1 molconverter molconverter NOUN istl-2566 289 2 v19.27.0 v19.27.0 PROPN istl-2566 290 1 [ [ X istl-2566 290 2 internet internet NOUN istl-2566 290 3 ] ] PUNCT istl-2566 290 4 . . PUNCT istl-2566 291 1 [ [ X istl-2566 291 2 cited cite VERB istl-2566 291 3 2021 2021 NUM istl-2566 291 4 jan jan PROPN istl-2566 291 5 13 13 NUM istl-2566 291 6 ] ] PUNCT istl-2566 291 7 . . PUNCT istl-2566 292 1 available available ADJ istl-2566 292 2 from from ADP istl-2566 292 3 https://chemaxon.com https://chemaxon.com X istl-2566 292 4 . . PUNCT istl-2566 293 1 chemaxon chemaxon PROPN istl-2566 293 2 . . PUNCT istl-2566 294 1 2021 2021 NUM istl-2566 294 2 . . PUNCT istl-2566 295 1 extended extended ADJ istl-2566 295 2 smiles smile NOUN istl-2566 295 3 and and CCONJ istl-2566 295 4 smarts smart NOUN istl-2566 295 5 cxsmiles cxsmile NOUN istl-2566 295 6 and and CCONJ istl-2566 295 7 cxsmarts cxsmart NOUN istl-2566 296 1 [ [ X istl-2566 296 2 internet internet NOUN istl-2566 296 3 ] ] PUNCT istl-2566 296 4 . . PUNCT istl-2566 297 1 [ [ X istl-2566 297 2 cited cite VERB istl-2566 297 3 2021 2021 NUM istl-2566 297 4 apr apr VERB istl-2566 297 5 15 15 NUM istl-2566 297 6 ] ] PUNCT istl-2566 297 7 . . PUNCT istl-2566 298 1 available available ADJ istl-2566 298 2 from from ADP istl-2566 298 3 https://docs.chemaxon.com/display/docs/chemaxon-extended-smiles-and-smarts-cxsmiles-and-cxsmarts.md https://docs.chemaxon.com/display/docs/chemaxon-extended-smiles-and-smarts-cxsmiles-and-cxsmarts.md PROPN istl-2566 298 4 . . PUNCT istl-2566 299 1 clark clark PROPN istl-2566 299 2 , , PUNCT istl-2566 299 3 a.m. a.m. PROPN istl-2566 299 4 2011 2011 NUM istl-2566 299 5 . . PUNCT istl-2566 300 1 accurate accurate ADJ istl-2566 300 2 specification specification NOUN istl-2566 300 3 of of ADP istl-2566 300 4 molecular molecular ADJ istl-2566 300 5 structures structure NOUN istl-2566 300 6 : : PUNCT istl-2566 300 7 the the DET istl-2566 300 8 case case NOUN istl-2566 300 9 for for ADP istl-2566 300 10 zero zero NUM istl-2566 300 11 - - PUNCT istl-2566 300 12 order order NOUN istl-2566 300 13 bonds bond NOUN istl-2566 300 14 and and CCONJ istl-2566 300 15 explicit explicit ADJ istl-2566 300 16 hydrogen hydrogen NOUN istl-2566 300 17 counting counting NOUN istl-2566 300 18 . . PUNCT istl-2566 301 1 journal journal PROPN istl-2566 301 2 of of ADP istl-2566 301 3 chemical chemical ADJ istl-2566 301 4 information information NOUN istl-2566 301 5 and and CCONJ istl-2566 301 6 modeling model VERB istl-2566 301 7 51(12):3149–3157 51(12):3149–3157 PROPN istl-2566 301 8 . . PUNCT istl-2566 302 1 doi:10.1021 doi:10.1021 ADJ istl-2566 302 2 / / SYM istl-2566 302 3 ci200488k ci200488k NOUN istl-2566 302 4 . . PUNCT istl-2566 303 1 clark clark PROPN istl-2566 303 2 , , PUNCT istl-2566 303 3 a.m. a.m. PROPN istl-2566 303 4 , , PUNCT istl-2566 303 5 labute labute NOUN istl-2566 303 6 , , PUNCT istl-2566 303 7 p. p. PROPN istl-2566 303 8 & & CCONJ istl-2566 303 9 santavy santavy PROPN istl-2566 303 10 , , PUNCT istl-2566 303 11 m. m. NOUN istl-2566 303 12 2006 2006 NUM istl-2566 303 13 . . PUNCT istl-2566 304 1 2d 2d NUM istl-2566 304 2 structure structure NOUN istl-2566 304 3 depiction depiction NOUN istl-2566 304 4 . . PUNCT istl-2566 305 1 journal journal PROPN istl-2566 305 2 of of ADP istl-2566 305 3 chemical chemical ADJ istl-2566 305 4 information information NOUN istl-2566 305 5 and and CCONJ istl-2566 305 6 modeling model VERB istl-2566 305 7 46(3):1107–1123 46(3):1107–1123 NUM istl-2566 305 8 . . PUNCT istl-2566 306 1 doi:10.1021 doi:10.1021 ADJ istl-2566 306 2 / / SYM istl-2566 306 3 ci050550 ci050550 NOUN istl-2566 306 4 m. m. NOUN istl-2566 306 5 copyright copyright NOUN istl-2566 306 6 advisory advisory ADJ istl-2566 306 7 network network NOUN istl-2566 306 8 . . PUNCT istl-2566 307 1 2020 2020 NUM istl-2566 307 2 . . PUNCT istl-2566 308 1 public public ADJ istl-2566 308 2 domain domain NOUN istl-2566 308 3 slider slider NOUN istl-2566 308 4 [ [ X istl-2566 308 5 internet internet NOUN istl-2566 308 6 ] ] PUNCT istl-2566 308 7 . . PUNCT istl-2566 309 1 available available ADJ istl-2566 309 2 from from ADP istl-2566 309 3 https://librarycopyright.net/. https://librarycopyright.net/. PROPN istl-2566 309 4 dalby dalby PROPN istl-2566 309 5 , , PUNCT istl-2566 309 6 a. a. PROPN istl-2566 309 7 , , PUNCT istl-2566 309 8 nourse nourse PROPN istl-2566 309 9 , , PUNCT istl-2566 309 10 j.g j.g PROPN istl-2566 309 11 , , PUNCT istl-2566 309 12 hounshell hounshell PROPN istl-2566 309 13 , , PUNCT istl-2566 309 14 w.d w.d PROPN istl-2566 309 15 . . PROPN istl-2566 309 16 , , PUNCT istl-2566 309 17 gushurst gushurst PROPN istl-2566 309 18 , , PUNCT istl-2566 309 19 a.k.i a.k.i PROPN istl-2566 309 20 . . PROPN istl-2566 309 21 , , PUNCT istl-2566 309 22 grier grier PROPN istl-2566 309 23 , , PUNCT istl-2566 309 24 d.l d.l PROPN istl-2566 309 25 . . PROPN istl-2566 309 26 , , PUNCT istl-2566 309 27 leland leland PROPN istl-2566 309 28 , , PUNCT istl-2566 309 29 b.a b.a PROPN istl-2566 309 30 . . PROPN istl-2566 309 31 & & CCONJ istl-2566 309 32 laufer laufer PROPN istl-2566 309 33 , , PUNCT istl-2566 309 34 j. j. PROPN istl-2566 309 35 1992 1992 NUM istl-2566 309 36 . . PUNCT istl-2566 310 1 description description NOUN istl-2566 310 2 of of ADP istl-2566 310 3 several several ADJ istl-2566 310 4 chemical chemical NOUN istl-2566 310 5 structure structure NOUN istl-2566 310 6 file file NOUN istl-2566 310 7 formats format NOUN istl-2566 310 8 used use VERB istl-2566 310 9 by by ADP istl-2566 310 10 computer computer NOUN istl-2566 310 11 programs program NOUN istl-2566 310 12 developed develop VERB istl-2566 310 13 at at ADP istl-2566 310 14 molecular molecular ADJ istl-2566 310 15 design design NOUN istl-2566 310 16 limited limited ADJ istl-2566 310 17 . . PUNCT istl-2566 311 1 journal journal PROPN istl-2566 311 2 of of ADP istl-2566 311 3 chemical chemical ADJ istl-2566 311 4 information information NOUN istl-2566 311 5 and and CCONJ istl-2566 311 6 modeling model VERB istl-2566 311 7 32(3):244–255 32(3):244–255 PROPN istl-2566 311 8 . . PUNCT istl-2566 312 1 doi doi PROPN istl-2566 312 2 : : PUNCT istl-2566 312 3 doi:10.1021 doi:10.1021 PROPN istl-2566 312 4 / / SYM istl-2566 312 5 ci00007a012 ci00007a012 PROPN istl-2566 312 6 . . PUNCT istl-2566 312 7 dassault dassault PROPN istl-2566 312 8 systemes systeme NOUN istl-2566 312 9 . . PUNCT istl-2566 313 1 2017 2017 NUM istl-2566 313 2 . . PUNCT istl-2566 314 1 biovia biovia PROPN istl-2566 314 2 ctfile ctfile PROPN istl-2566 314 3 formats format NOUN istl-2566 314 4 : : PUNCT istl-2566 314 5 biovia biovia NOUN istl-2566 314 6 databases database VERB istl-2566 314 7 [ [ X istl-2566 314 8 internet internet NOUN istl-2566 314 9 ] ] PUNCT istl-2566 314 10 . . PUNCT istl-2566 315 1 available available ADJ istl-2566 315 2 from from ADP istl-2566 315 3 http://help.accelrysonline.com/ulm/onelab/1.0/content/ulm_pdfs/direct/reference/ctfileformats2016.pdf http://help.accelrysonline.com/ulm/onelab/1.0/content/ulm_pdfs/direct/reference/ctfileformats2016.pdf NOUN istl-2566 315 4 .. .. PUNCT istl-2566 315 5 daylight daylight NOUN istl-2566 315 6 chemical chemical NOUN istl-2566 315 7 information information NOUN istl-2566 315 8 systems system NOUN istl-2566 315 9 . . PUNCT istl-2566 316 1 2011 2011 NUM istl-2566 316 2 . . PUNCT istl-2566 317 1 daylight daylight NOUN istl-2566 317 2 theory theory NOUN istl-2566 317 3 manual manual NOUN istl-2566 317 4 v4.9 v4.9 PROPN istl-2566 318 1 [ [ X istl-2566 318 2 internet internet NOUN istl-2566 318 3 ] ] PUNCT istl-2566 318 4 . . PUNCT istl-2566 319 1 [ [ X istl-2566 319 2 accessed access VERB istl-2566 319 3 august august PROPN istl-2566 319 4 2020 2020 NUM istl-2566 319 5 ] ] PUNCT istl-2566 319 6 . . PUNCT istl-2566 320 1 available available ADJ istl-2566 320 2 from from ADP istl-2566 320 3 https://www.daylight.com/dayhtml/doc/theory/. https://www.daylight.com/dayhtml/doc/theory/. NOUN istl-2566 320 4 de de PROPN istl-2566 320 5 laet laet PROPN istl-2566 320 6 , , PUNCT istl-2566 320 7 a. a. PROPN istl-2566 320 8 , , PUNCT istl-2566 320 9 hehenkamp hehenkamp PROPN istl-2566 320 10 , , PUNCT istl-2566 320 11 j.j.j j.j.j PROPN istl-2566 320 12 . . PROPN istl-2566 320 13 & & CCONJ istl-2566 320 14 wife wife PROPN istl-2566 320 15 , , PUNCT istl-2566 320 16 r.l r.l PROPN istl-2566 320 17 . . PROPN istl-2566 320 18 2000 2000 NUM istl-2566 320 19 . . PUNCT istl-2566 321 1 finding find VERB istl-2566 321 2 drug drug NOUN istl-2566 321 3 candidates candidate NOUN istl-2566 321 4 in in ADP istl-2566 321 5 virtual virtual ADJ istl-2566 321 6 and and CCONJ istl-2566 321 7 lost lost ADJ istl-2566 321 8 / / SYM istl-2566 321 9 emerging emerge VERB istl-2566 321 10 chemistry chemistry NOUN istl-2566 321 11 . . PUNCT istl-2566 322 1 journal journal PROPN istl-2566 322 2 of of ADP istl-2566 322 3 heterocyclic heterocyclic ADJ istl-2566 322 4 chemistry chemistry NOUN istl-2566 322 5 37(3):669–674 37(3):669–674 NOUN istl-2566 322 6 . . PUNCT istl-2566 323 1 doi:10.1002 doi:10.1002 NOUN istl-2566 323 2 / / SYM istl-2566 323 3 jhet.5570370324 jhet.5570370324 PROPN istl-2566 323 4 . . PUNCT istl-2566 324 1 dittmar dittmar PROPN istl-2566 324 2 , , PUNCT istl-2566 324 3 p.g p.g PROPN istl-2566 324 4 . . PROPN istl-2566 324 5 , , PUNCT istl-2566 324 6 stobaugh stobaugh NOUN istl-2566 324 7 , , PUNCT istl-2566 324 8 r.e r.e PROPN istl-2566 324 9 . . PROPN istl-2566 324 10 & & CCONJ istl-2566 324 11 watson watson PROPN istl-2566 324 12 , , PUNCT istl-2566 324 13 c.e c.e PROPN istl-2566 324 14 . . PROPN istl-2566 324 15 1976 1976 NUM istl-2566 324 16 . . PUNCT istl-2566 325 1 the the DET istl-2566 325 2 chemical chemical NOUN istl-2566 325 3 abstracts abstract VERB istl-2566 325 4 service service NOUN istl-2566 325 5 chemical chemical NOUN istl-2566 325 6 registry registry NOUN istl-2566 325 7 system system NOUN istl-2566 325 8 . . PUNCT istl-2566 326 1 i. i. PROPN istl-2566 326 2 general general PROPN istl-2566 326 3 design design PROPN istl-2566 326 4 . . PUNCT istl-2566 327 1 journal journal PROPN istl-2566 327 2 of of ADP istl-2566 327 3 chemical chemical ADJ istl-2566 327 4 information information NOUN istl-2566 327 5 and and CCONJ istl-2566 327 6 computer computer NOUN istl-2566 327 7 sciences science NOUN istl-2566 327 8 16(2):111–121 16(2):111–121 PROPN istl-2566 327 9 . . PUNCT istl-2566 328 1 doi:10.1021 doi:10.1021 PROPN istl-2566 328 2 / / SYM istl-2566 328 3 ci60006a016 ci60006a016 PROPN istl-2566 328 4 . . PUNCT istl-2566 329 1 domokos domokos PROPN istl-2566 329 2 , , PUNCT istl-2566 329 3 l. l. PROPN istl-2566 329 4 1991 1991 NUM istl-2566 329 5 . . PUNCT istl-2566 330 1 the the DET istl-2566 330 2 beilstein beilstein ADJ istl-2566 330 3 structure structure NOUN istl-2566 330 4 registry registry NOUN istl-2566 330 5 system system NOUN istl-2566 330 6 . . PUNCT istl-2566 331 1 1 1 X istl-2566 331 2 . . X istl-2566 331 3 general general ADJ istl-2566 331 4 design design NOUN istl-2566 331 5 . . PUNCT istl-2566 332 1 journal journal PROPN istl-2566 332 2 of of ADP istl-2566 332 3 chemical chemical ADJ istl-2566 332 4 information information NOUN istl-2566 332 5 and and CCONJ istl-2566 332 6 modeling model VERB istl-2566 332 7 31(2):320–326 31(2):320–326 PROPN istl-2566 332 8 . . PUNCT istl-2566 333 1 doi:10.1021 doi:10.1021 ADJ istl-2566 333 2 / / SYM istl-2566 333 3 ci00002a019 ci00002a019 PROPN istl-2566 333 4 . . PUNCT istl-2566 334 1 downing downing ADJ istl-2566 334 2 , , PUNCT istl-2566 334 3 j. j. PROPN istl-2566 334 4 , , PUNCT istl-2566 334 5 harvey harvey PROPN istl-2566 334 6 , , PUNCT istl-2566 334 7 m.j m.j PROPN istl-2566 334 8 . . PROPN istl-2566 334 9 , , PUNCT istl-2566 334 10 morgan morgan PROPN istl-2566 334 11 , , PUNCT istl-2566 334 12 p.b p.b PROPN istl-2566 334 13 . . PROPN istl-2566 334 14 , , PUNCT istl-2566 334 15 murray murray NOUN istl-2566 334 16 - - PUNCT istl-2566 334 17 rust rust NOUN istl-2566 334 18 , , PUNCT istl-2566 334 19 p. p. PROPN istl-2566 334 20 , , PUNCT istl-2566 334 21 rzepa rzepa PROPN istl-2566 334 22 , , PUNCT istl-2566 334 23 h.s h.s PROPN istl-2566 334 24 . . PROPN istl-2566 334 25 , , PUNCT istl-2566 334 26 stewart stewart PROPN istl-2566 334 27 , , PUNCT istl-2566 334 28 d.c d.c PROPN istl-2566 334 29 . . PROPN istl-2566 334 30 , , PUNCT istl-2566 334 31 tonge tonge PROPN istl-2566 334 32 , , PUNCT istl-2566 334 33 a.p a.p PROPN istl-2566 334 34 . . PROPN istl-2566 334 35 & & CCONJ istl-2566 334 36 townsend townsend VERB istl-2566 334 37 , , PUNCT istl-2566 334 38 j.a j.a PROPN istl-2566 334 39 . . PROPN istl-2566 334 40 2010 2010 NUM istl-2566 334 41 . . PUNCT istl-2566 335 1 spectra spectra PROPN istl-2566 335 2 - - PROPN istl-2566 335 3 t t PROPN istl-2566 335 4 : : PUNCT istl-2566 335 5 machine machine NOUN istl-2566 335 6 - - PUNCT istl-2566 335 7 based base VERB istl-2566 335 8 data data NOUN istl-2566 335 9 extraction extraction NOUN istl-2566 335 10 and and CCONJ istl-2566 335 11 semantic semantic ADJ istl-2566 335 12 searching searching NOUN istl-2566 335 13 of of ADP istl-2566 335 14 chemistry chemistry NOUN istl-2566 335 15 e e NOUN istl-2566 335 16 - - NOUN istl-2566 335 17 theses thesis NOUN istl-2566 335 18 . . PUNCT istl-2566 335 19 journal journal PROPN istl-2566 335 20 of of ADP istl-2566 335 21 chemical chemical ADJ istl-2566 335 22 information information NOUN istl-2566 335 23 and and CCONJ istl-2566 335 24 modeling model VERB istl-2566 335 25 50(2):251–261 50(2):251–261 PROPN istl-2566 335 26 . . PUNCT istl-2566 336 1 doi:10.1021 doi:10.1021 ADJ istl-2566 336 2 / / SYM istl-2566 336 3 ci9003688 ci9003688 NOUN istl-2566 336 4 . . PUNCT istl-2566 337 1 elsevier elsevi ADJ istl-2566 337 2 . . PUNCT istl-2566 338 1 2021 2021 NUM istl-2566 338 2 . . PUNCT istl-2566 339 1 reaxys reaxys PROPN istl-2566 339 2 content content NOUN istl-2566 339 3 . . PUNCT istl-2566 340 1 [ [ X istl-2566 340 2 internet internet NOUN istl-2566 340 3 ] ] PUNCT istl-2566 340 4 . . PUNCT istl-2566 341 1 [ [ X istl-2566 341 2 cited cite VERB istl-2566 341 3 2021 2021 NUM istl-2566 341 4 jan jan PROPN istl-2566 341 5 13 13 NUM istl-2566 341 6 ] ] PUNCT istl-2566 341 7 . . PUNCT istl-2566 342 1 available available ADJ istl-2566 342 2 from from ADP istl-2566 342 3 https://www.elsevier.com/solutions/reaxys/features-and-capabilities/content https://www.elsevier.com/solutions/reaxys/features-and-capabilities/content NOUN istl-2566 342 4 . . PUNCT istl-2566 343 1 filippov filippov PROPN istl-2566 343 2 , , PUNCT istl-2566 343 3 i.v i.v PROPN istl-2566 343 4 . . PROPN istl-2566 343 5 & & CCONJ istl-2566 343 6 nicklaus nicklaus PROPN istl-2566 343 7 , , PUNCT istl-2566 343 8 m.c m.c PROPN istl-2566 343 9 . . PROPN istl-2566 343 10 2009 2009 NUM istl-2566 343 11 . . PUNCT istl-2566 344 1 optical optical ADJ istl-2566 344 2 structure structure NOUN istl-2566 344 3 recognition recognition NOUN istl-2566 344 4 software software NOUN istl-2566 344 5 to to PART istl-2566 344 6 recover recover VERB istl-2566 344 7 chemical chemical ADJ istl-2566 344 8 information information NOUN istl-2566 344 9 : : PUNCT istl-2566 344 10 osra osra NOUN istl-2566 344 11 , , PUNCT istl-2566 344 12 an an DET istl-2566 344 13 open open ADJ istl-2566 344 14 source source NOUN istl-2566 344 15 solution solution NOUN istl-2566 344 16 . . PUNCT istl-2566 345 1 journal journal PROPN istl-2566 345 2 of of ADP istl-2566 345 3 chemical chemical ADJ istl-2566 345 4 information information NOUN istl-2566 345 5 and and CCONJ istl-2566 345 6 modeling model VERB istl-2566 345 7 49(3):740–743 49(3):740–743 PROPN istl-2566 345 8 . . PUNCT istl-2566 346 1 doi:10.1021 doi:10.1021 PROPN istl-2566 346 2 / / SYM istl-2566 346 3 ci800067r ci800067r PROPN istl-2566 346 4 . . PUNCT istl-2566 347 1 flaxbart flaxbart PROPN istl-2566 347 2 , , PUNCT istl-2566 347 3 d. d. PROPN istl-2566 347 4 2018 2018 NUM istl-2566 347 5 . . PUNCT istl-2566 348 1 analysis analysis NOUN istl-2566 348 2 of of ADP istl-2566 348 3 citations citation NOUN istl-2566 348 4 to to ADP istl-2566 348 5 books book NOUN istl-2566 348 6 in in ADP istl-2566 348 7 chemistry chemistry NOUN istl-2566 348 8 phd phd NOUN istl-2566 348 9 dissertations dissertation NOUN istl-2566 348 10 in in ADP istl-2566 348 11 an an DET istl-2566 348 12 era era NOUN istl-2566 348 13 of of ADP istl-2566 348 14 transition transition NOUN istl-2566 348 15 . . PUNCT istl-2566 349 1 issues issue NOUN istl-2566 349 2 in in ADP istl-2566 349 3 science science NOUN istl-2566 349 4 and and CCONJ istl-2566 349 5 technology technology NOUN istl-2566 349 6 librarianship librarianship NOUN istl-2566 349 7 . . PUNCT istl-2566 350 1 88 88 NUM istl-2566 350 2 . . PUNCT istl-2566 351 1 doi:10.5062 doi:10.5062 PRON istl-2566 351 2 / / SYM istl-2566 351 3 f4dv1h4 f4dv1h4 NUM istl-2566 351 4 t. t. PROPN istl-2566 351 5 food food PROPN istl-2566 351 6 and and CCONJ istl-2566 351 7 drug drug PROPN istl-2566 351 8 administration administration NOUN istl-2566 351 9 . . PUNCT istl-2566 352 1 2007 2007 NUM istl-2566 352 2 substance substance NOUN istl-2566 352 3 registration registration NOUN istl-2566 352 4 system system NOUN istl-2566 352 5 standard standard ADJ istl-2566 352 6 operating operating NOUN istl-2566 352 7 procedure procedure NOUN istl-2566 352 8 [ [ PUNCT istl-2566 352 9 internet internet NOUN istl-2566 352 10 ] ] PUNCT istl-2566 352 11 . . PUNCT istl-2566 353 1 available available ADJ istl-2566 353 2 from from ADP istl-2566 353 3 https://www.fda.gov/media/75274/download https://www.fda.gov/media/75274/download PROPN istl-2566 353 4 . . PUNCT istl-2566 354 1 frączek frączek PROPN istl-2566 354 2 , , PUNCT istl-2566 354 3 t. t. PROPN istl-2566 354 4 2016 2016 NUM istl-2566 354 5 . . PUNCT istl-2566 355 1 simulation simulation NOUN istl-2566 355 2 - - PUNCT istl-2566 355 3 based base VERB istl-2566 355 4 algorithm algorithm NOUN istl-2566 355 5 for for ADP istl-2566 355 6 two two NUM istl-2566 355 7 - - PUNCT istl-2566 355 8 dimensional dimensional ADJ istl-2566 355 9 chemical chemical NOUN istl-2566 355 10 structure structure NOUN istl-2566 355 11 diagram diagram NOUN istl-2566 355 12 generation generation NOUN istl-2566 355 13 of of ADP istl-2566 355 14 complex complex ADJ istl-2566 355 15 molecules molecule NOUN istl-2566 355 16 and and CCONJ istl-2566 355 17 ligand ligand NOUN istl-2566 355 18 – – PUNCT istl-2566 355 19 protein protein NOUN istl-2566 355 20 interactions interaction NOUN istl-2566 355 21 . . PUNCT istl-2566 356 1 journal journal PROPN istl-2566 356 2 of of ADP istl-2566 356 3 chemical chemical ADJ istl-2566 356 4 information information NOUN istl-2566 356 5 and and CCONJ istl-2566 356 6 modeling model VERB istl-2566 356 7 56(12):2320–2335 56(12):2320–2335 NUM istl-2566 356 8 . . PUNCT istl-2566 357 1 doi:10.1021 doi:10.1021 PROPN istl-2566 357 2 / / SYM istl-2566 357 3 acs.jcim.6b00391 acs.jcim.6b00391 PROPN istl-2566 357 4 . . PUNCT istl-2566 358 1 gabrielson gabrielson PROPN istl-2566 358 2 , , PUNCT istl-2566 358 3 s.w s.w PROPN istl-2566 358 4 . . PROPN istl-2566 358 5 2018 2018 NUM istl-2566 358 6 . . PUNCT istl-2566 359 1 scifinder scifinder PROPN istl-2566 359 2 . . PUNCT istl-2566 359 3 journal journal PROPN istl-2566 359 4 of of ADP istl-2566 359 5 the the DET istl-2566 359 6 medical medical PROPN istl-2566 359 7 library library PROPN istl-2566 359 8 association association PROPN istl-2566 359 9 106(4):588–590 106(4):588–590 NUM istl-2566 359 10 . . PUNCT istl-2566 360 1 doi:10.5195 doi:10.5195 PROPN istl-2566 360 2 / / SYM istl-2566 360 3 jmla.2018.515 jmla.2018.515 PROPN istl-2566 360 4 . . PUNCT istl-2566 361 1 garritano garritano NOUN istl-2566 361 2 , , PUNCT istl-2566 361 3 j.r j.r PROPN istl-2566 361 4 . . PROPN istl-2566 361 5 2013 2013 NUM istl-2566 361 6 . . PUNCT istl-2566 362 1 evolution evolution NOUN istl-2566 362 2 of of ADP istl-2566 362 3 scifinder scifinder PROPN istl-2566 362 4 , , PUNCT istl-2566 362 5 2011–2013 2011–2013 NUM istl-2566 362 6 : : PUNCT istl-2566 362 7 new new ADJ istl-2566 362 8 features feature NOUN istl-2566 362 9 , , PUNCT istl-2566 362 10 new new ADJ istl-2566 362 11 content content NOUN istl-2566 362 12 . . PUNCT istl-2566 363 1 science science NOUN istl-2566 363 2 & & CCONJ istl-2566 363 3 technology technology NOUN istl-2566 363 4 libraries librarie VERB istl-2566 363 5 32(4):346–371 32(4):346–371 PROPN istl-2566 363 6 . . PUNCT istl-2566 364 1 doi:10.1080/0194262x.2013.833068 doi:10.1080/0194262x.2013.833068 VERB istl-2566 364 2 . . PUNCT istl-2566 365 1 gobbi gobbi PROPN istl-2566 365 2 , , PUNCT istl-2566 365 3 a. a. PROPN istl-2566 365 4 & & CCONJ istl-2566 365 5 lee lee PROPN istl-2566 365 6 , , PUNCT istl-2566 365 7 m m PROPN istl-2566 365 8 - - NOUN istl-2566 365 9 l. l. NOUN istl-2566 365 10 2012 2012 NUM istl-2566 365 11 . . PUNCT istl-2566 366 1 handling handle VERB istl-2566 366 2 of of ADP istl-2566 366 3 tautomerism tautomerism NOUN istl-2566 366 4 and and CCONJ istl-2566 366 5 stereochemistry stereochemistry NOUN istl-2566 366 6 in in ADP istl-2566 366 7 compound compound NOUN istl-2566 366 8 registration registration NOUN istl-2566 366 9 . . PUNCT istl-2566 367 1 journal journal PROPN istl-2566 367 2 of of ADP istl-2566 367 3 chemical chemical ADJ istl-2566 367 4 information information NOUN istl-2566 367 5 and and CCONJ istl-2566 367 6 modeling model VERB istl-2566 367 7 52(2):285–292 52(2):285–292 PROPN istl-2566 367 8 . . PUNCT istl-2566 368 1 doi:10.1021 doi:10.1021 ADJ istl-2566 368 2 / / SYM istl-2566 368 3 ci200330x ci200330x PROPN istl-2566 368 4 . . PUNCT istl-2566 369 1 gordon gordon PROPN istl-2566 369 2 , , PUNCT istl-2566 369 3 i.d i.d PROPN istl-2566 369 4 . . PROPN istl-2566 369 5 , , PUNCT istl-2566 369 6 meindl meindl PROPN istl-2566 369 7 , , PUNCT istl-2566 369 8 p. p. PROPN istl-2566 369 9 , , PUNCT istl-2566 369 10 white white ADJ istl-2566 369 11 , , PUNCT istl-2566 369 12 m. m. PROPN istl-2566 369 13 & & CCONJ istl-2566 369 14 szigeti szigeti PROPN istl-2566 369 15 , , PUNCT istl-2566 369 16 k. k. NOUN istl-2566 369 17 2018 2018 NUM istl-2566 369 18 . . PUNCT istl-2566 370 1 information information NOUN istl-2566 370 2 seeking seek VERB istl-2566 370 3 behaviors behavior NOUN istl-2566 370 4 , , PUNCT istl-2566 370 5 attitudes attitude NOUN istl-2566 370 6 , , PUNCT istl-2566 370 7 and and CCONJ istl-2566 370 8 choices choice NOUN istl-2566 370 9 of of ADP istl-2566 370 10 academic academic ADJ istl-2566 370 11 chemists chemist NOUN istl-2566 370 12 . . PUNCT istl-2566 371 1 science science NOUN istl-2566 371 2 & & CCONJ istl-2566 371 3 technology technology PROPN istl-2566 371 4 libraries librarie VERB istl-2566 371 5 37(2):130–151 37(2):130–151 PROPN istl-2566 371 6 . . PUNCT istl-2566 372 1 doi:10.1080/0194262x.2018.1445063 doi:10.1080/0194262x.2018.1445063 SPACE istl-2566 372 2 . . PUNCT istl-2566 373 1 hähnke hähnke PROPN istl-2566 373 2 , , PUNCT istl-2566 373 3 v.d v.d PROPN istl-2566 373 4 . . PROPN istl-2566 373 5 , , PUNCT istl-2566 373 6 kim kim PROPN istl-2566 373 7 , , PUNCT istl-2566 373 8 s. s. PROPN istl-2566 373 9 & & CCONJ istl-2566 373 10 bolton bolton PROPN istl-2566 373 11 , , PUNCT istl-2566 373 12 e.e e.e PROPN istl-2566 373 13 . . PROPN istl-2566 373 14 2018 2018 NUM istl-2566 373 15 . . PUNCT istl-2566 374 1 pubchem pubchem PROPN istl-2566 374 2 chemical chemical PROPN istl-2566 374 3 structure structure NOUN istl-2566 374 4 standardization standardization NOUN istl-2566 374 5 . . PUNCT istl-2566 375 1 journal journal PROPN istl-2566 375 2 of of ADP istl-2566 375 3 cheminformatics cheminformatics PROPN istl-2566 375 4 10:36 10:36 NUM istl-2566 375 5 . . PUNCT istl-2566 376 1 doi:10.1186 doi:10.1186 PROPN istl-2566 376 2 / / SYM istl-2566 376 3 s13321 s13321 PROPN istl-2566 376 4 - - PUNCT istl-2566 376 5 018 018 NUM istl-2566 376 6 - - PUNCT istl-2566 376 7 0293 0293 NUM istl-2566 376 8 - - SYM istl-2566 376 9 8 8 NUM istl-2566 376 10 . . X istl-2566 376 11 hastings hastings PROPN istl-2566 376 12 , , PUNCT istl-2566 376 13 j. j. PROPN istl-2566 376 14 , , PUNCT istl-2566 376 15 owen owen PROPN istl-2566 376 16 , , PUNCT istl-2566 376 17 g. g. PROPN istl-2566 376 18 , , PUNCT istl-2566 376 19 dekker dekker PROPN istl-2566 376 20 , , PUNCT istl-2566 376 21 a. a. PROPN istl-2566 376 22 , , PUNCT istl-2566 376 23 ennis ennis PROPN istl-2566 376 24 , , PUNCT istl-2566 376 25 m. m. NOUN istl-2566 376 26 , , PUNCT istl-2566 376 27 kale kale PROPN istl-2566 376 28 , , PUNCT istl-2566 376 29 n. n. PROPN istl-2566 376 30 , , PUNCT istl-2566 376 31 muthukrishnan muthukrishnan PROPN istl-2566 376 32 , , PUNCT istl-2566 376 33 v. v. PROPN istl-2566 376 34 , , PUNCT istl-2566 376 35 turner turner PROPN istl-2566 376 36 , , PUNCT istl-2566 376 37 s. s. PROPN istl-2566 376 38 , , PUNCT istl-2566 376 39 swainston swainston PROPN istl-2566 376 40 , , PUNCT istl-2566 376 41 n. n. PROPN istl-2566 376 42 , , PUNCT istl-2566 376 43 mendes mende NOUN istl-2566 376 44 , , PUNCT istl-2566 376 45 p. p. PROPN istl-2566 376 46 & & CCONJ istl-2566 376 47 steinbeck steinbeck PROPN istl-2566 376 48 , , PUNCT istl-2566 376 49 c. c. PROPN istl-2566 376 50 2016 2016 NUM istl-2566 376 51 . . PUNCT istl-2566 377 1 chebi chebi NOUN istl-2566 377 2 in in ADP istl-2566 377 3 2016 2016 NUM istl-2566 377 4 : : PUNCT istl-2566 377 5 improved improve VERB istl-2566 377 6 services service NOUN istl-2566 377 7 and and CCONJ istl-2566 377 8 an an DET istl-2566 377 9 expanding expand VERB istl-2566 377 10 collection collection NOUN istl-2566 377 11 of of ADP istl-2566 377 12 metabolites metabolite NOUN istl-2566 377 13 . . PUNCT istl-2566 378 1 nucleic nucleic ADJ istl-2566 378 2 acids acid NOUN istl-2566 378 3 research research NOUN istl-2566 378 4 44(d1):d1214 44(d1):d1214 PROPN istl-2566 378 5 – – PUNCT istl-2566 378 6 d1219 d1219 PROPN istl-2566 378 7 . . PUNCT istl-2566 378 8 doi:10.1093 doi:10.1093 NOUN istl-2566 378 9 / / SYM istl-2566 378 10 nar nar NOUN istl-2566 378 11 / / SYM istl-2566 378 12 gkv1031 gkv1031 PROPN istl-2566 378 13 . . PUNCT istl-2566 379 1 heller heller PROPN istl-2566 379 2 , , PUNCT istl-2566 379 3 s.r s.r PROPN istl-2566 379 4 . . PROPN istl-2566 379 5 , , PUNCT istl-2566 379 6 mcnaught mcnaught NOUN istl-2566 379 7 , , PUNCT istl-2566 379 8 a. a. NOUN istl-2566 379 9 , , PUNCT istl-2566 379 10 pletnev pletnev PROPN istl-2566 379 11 , , PUNCT istl-2566 379 12 i. i. PROPN istl-2566 379 13 , , PUNCT istl-2566 379 14 stein stein PROPN istl-2566 379 15 , , PUNCT istl-2566 379 16 s. s. PROPN istl-2566 379 17 & & CCONJ istl-2566 379 18 tchekhovskoi tchekhovskoi NOUN istl-2566 379 19 , , PUNCT istl-2566 379 20 d. d. PROPN istl-2566 379 21 2015 2015 NUM istl-2566 379 22 . . PUNCT istl-2566 380 1 inchi inchi PROPN istl-2566 380 2 , , PUNCT istl-2566 380 3 the the DET istl-2566 380 4 iupac iupac PROPN istl-2566 380 5 international international PROPN istl-2566 380 6 chemical chemical PROPN istl-2566 380 7 identifier identifier NOUN istl-2566 380 8 . . PUNCT istl-2566 381 1 journal journal PROPN istl-2566 381 2 of of ADP istl-2566 381 3 cheminformatics cheminformatics PROPN istl-2566 381 4 7:23 7:23 NUM istl-2566 381 5 . . PUNCT istl-2566 382 1 doi:10.1186 doi:10.1186 PROPN istl-2566 382 2 / / SYM istl-2566 382 3 s13321 s13321 PROPN istl-2566 382 4 - - PUNCT istl-2566 382 5 015 015 NUM istl-2566 382 6 - - PUNCT istl-2566 382 7 0068 0068 NUM istl-2566 382 8 - - SYM istl-2566 382 9 4 4 NUM istl-2566 382 10 . . PROPN istl-2566 382 11 hersey hersey PROPN istl-2566 382 12 , , PUNCT istl-2566 382 13 a. a. PROPN istl-2566 383 1 [ [ X istl-2566 383 2 date date NOUN istl-2566 383 3 unknown unknown ADJ istl-2566 383 4 ] ] PUNCT istl-2566 383 5 . . PUNCT istl-2566 384 1 chembl chembl NOUN istl-2566 384 2 database database PROPN istl-2566 384 3 : : PUNCT istl-2566 384 4 meeting meet VERB istl-2566 384 5 chemical chemical NOUN istl-2566 384 6 and and CCONJ istl-2566 384 7 biological biological ADJ istl-2566 384 8 information information NOUN istl-2566 384 9 needs need NOUN istl-2566 384 10 of of ADP istl-2566 384 11 scientists scientist NOUN istl-2566 384 12 of of ADP istl-2566 384 13 the the DET istl-2566 384 14 future future ADJ istl-2566 385 1 [ [ X istl-2566 385 2 internet internet NOUN istl-2566 385 3 ] ] PUNCT istl-2566 385 4 . . PUNCT istl-2566 386 1 available available ADJ istl-2566 386 2 from from ADP istl-2566 386 3 https://www.rsc.org/images/chembl-anne-hersey_tcm18-213324.pdf https://www.rsc.org/images/chembl-anne-hersey_tcm18-213324.pdf PROPN istl-2566 386 4 . . PUNCT istl-2566 386 5 hersey hersey PROPN istl-2566 386 6 , , PUNCT istl-2566 386 7 a. a. PROPN istl-2566 386 8 , , PUNCT istl-2566 386 9 chambers chambers PROPN istl-2566 386 10 , , PUNCT istl-2566 386 11 j. j. PROPN istl-2566 386 12 , , PUNCT istl-2566 386 13 bellis bellis PROPN istl-2566 386 14 , , PUNCT istl-2566 386 15 l. l. PROPN istl-2566 386 16 , , PUNCT istl-2566 386 17 bento bento PROPN istl-2566 386 18 , , PUNCT istl-2566 386 19 a.p a.p PROPN istl-2566 386 20 . . PROPN istl-2566 386 21 , , PUNCT istl-2566 386 22 gaulton gaulton PROPN istl-2566 386 23 , , PUNCT istl-2566 386 24 a. a. PROPN istl-2566 386 25 & & CCONJ istl-2566 386 26 overington overington PROPN istl-2566 386 27 , , PUNCT istl-2566 386 28 j.p j.p PROPN istl-2566 386 29 . . PROPN istl-2566 386 30 2015 2015 NUM istl-2566 386 31 . . PUNCT istl-2566 387 1 chemical chemical NOUN istl-2566 387 2 databases database NOUN istl-2566 387 3 : : PUNCT istl-2566 387 4 curation curation NOUN istl-2566 387 5 or or CCONJ istl-2566 387 6 integration integration NOUN istl-2566 387 7 by by ADP istl-2566 387 8 user user NOUN istl-2566 387 9 - - PUNCT istl-2566 387 10 defined define VERB istl-2566 387 11 equivalence equivalence NOUN istl-2566 387 12 ? ? PUNCT istl-2566 388 1 drug drug NOUN istl-2566 388 2 discovery discovery NOUN istl-2566 388 3 today today NOUN istl-2566 388 4 technology technology NOUN istl-2566 388 5 14:17–24 14:17–24 PROPN istl-2566 388 6 . . PUNCT istl-2566 389 1 doi:10.1016 doi:10.1016 PROPN istl-2566 389 2 / / SYM istl-2566 389 3 j.ddtec.2015.01.005 j.ddtec.2015.01.005 PROPN istl-2566 389 4 . . PROPN istl-2566 389 5 ihlenfeldt ihlenfeldt PROPN istl-2566 389 6 , , PUNCT istl-2566 389 7 w.d w.d PROPN istl-2566 389 8 . . PROPN istl-2566 389 9 , , PUNCT istl-2566 389 10 bolton bolton PROPN istl-2566 389 11 , , PUNCT istl-2566 389 12 e.e e.e PROPN istl-2566 389 13 . . PROPN istl-2566 389 14 & & CCONJ istl-2566 389 15 bryant bryant PROPN istl-2566 389 16 , , PUNCT istl-2566 389 17 s.h s.h PROPN istl-2566 389 18 . . PROPN istl-2566 389 19 2009 2009 NUM istl-2566 389 20 . . PUNCT istl-2566 390 1 the the DET istl-2566 390 2 pubchem pubchem PROPN istl-2566 390 3 chemical chemical PROPN istl-2566 390 4 structure structure PROPN istl-2566 390 5 sketcher sketcher PROPN istl-2566 390 6 . . PUNCT istl-2566 390 7 journal journal PROPN istl-2566 390 8 of of ADP istl-2566 390 9 cheminformatics cheminformatic NOUN istl-2566 390 10 1:20 1:20 NUM istl-2566 390 11 . . PUNCT istl-2566 391 1 doi:10.1186/1758–2946 doi:10.1186/1758–2946 NOUN istl-2566 391 2 - - PUNCT istl-2566 391 3 1 1 NUM istl-2566 391 4 - - SYM istl-2566 391 5 20 20 NUM istl-2566 391 6 . . PUNCT istl-2566 391 7 international international PROPN istl-2566 391 8 union union PROPN istl-2566 391 9 of of ADP istl-2566 391 10 pure pure ADJ istl-2566 391 11 and and CCONJ istl-2566 391 12 applied apply VERB istl-2566 391 13 chemistry chemistry NOUN istl-2566 391 14 . . PUNCT istl-2566 392 1 2017 2017 NUM istl-2566 392 2 . . PUNCT istl-2566 393 1 international international ADJ istl-2566 393 2 chemical chemical PROPN istl-2566 393 3 identifier identifier NOUN istl-2566 393 4 ( ( PUNCT istl-2566 393 5 inchi inchi PROPN istl-2566 393 6 ) ) PUNCT istl-2566 393 7 version version NOUN istl-2566 393 8 1 1 NUM istl-2566 393 9 , , PUNCT istl-2566 393 10 software software NOUN istl-2566 393 11 version version NOUN istl-2566 393 12 1.05 1.05 NUM istl-2566 393 13 api api NOUN istl-2566 393 14 reference reference NOUN istl-2566 393 15 [ [ X istl-2566 393 16 internet internet NOUN istl-2566 393 17 ] ] PUNCT istl-2566 393 18 . . PUNCT istl-2566 394 1 available available ADJ istl-2566 394 2 from from ADP istl-2566 394 3 https://www.inchi-trust.org/downloads/. https://www.inchi-trust.org/downloads/. PROPN istl-2566 394 4 kim kim PROPN istl-2566 394 5 , , PUNCT istl-2566 394 6 s. s. PROPN istl-2566 394 7 , , PUNCT istl-2566 394 8 chen chen PROPN istl-2566 394 9 , , PUNCT istl-2566 394 10 j. j. PROPN istl-2566 394 11 , , PUNCT istl-2566 394 12 cheng cheng PROPN istl-2566 394 13 , , PUNCT istl-2566 394 14 t. t. PROPN istl-2566 394 15 , , PUNCT istl-2566 394 16 gindulyte gindulyte PROPN istl-2566 394 17 , , PUNCT istl-2566 394 18 a. a. PROPN istl-2566 394 19 , , PUNCT istl-2566 394 20 he he PROPN istl-2566 394 21 , , PUNCT istl-2566 394 22 j. j. PROPN istl-2566 394 23 , , PUNCT istl-2566 394 24 he he PRON istl-2566 394 25 , , PUNCT istl-2566 394 26 s. s. PROPN istl-2566 394 27 , , PUNCT istl-2566 394 28 li li PROPN istl-2566 394 29 , , PUNCT istl-2566 394 30 q. q. PROPN istl-2566 394 31 , , PUNCT istl-2566 394 32 shoemaker shoemaker NOUN istl-2566 394 33 , , PUNCT istl-2566 394 34 b.a b.a PROPN istl-2566 394 35 . . PROPN istl-2566 394 36 , , PUNCT istl-2566 394 37 thiessen thiessen PROPN istl-2566 394 38 , , PUNCT istl-2566 394 39 p.a p.a PROPN istl-2566 394 40 . . PROPN istl-2566 394 41 , , PUNCT istl-2566 394 42 yu yu PROPN istl-2566 394 43 , , PUNCT istl-2566 394 44 b. b. PROPN istl-2566 394 45 , , PUNCT istl-2566 394 46 et et PROPN istl-2566 394 47 al al PROPN istl-2566 394 48 . . PROPN istl-2566 394 49 2021 2021 NUM istl-2566 394 50 . . PUNCT istl-2566 395 1 pubchem pubchem NOUN istl-2566 395 2 in in ADP istl-2566 395 3 2021 2021 NUM istl-2566 395 4 : : PUNCT istl-2566 395 5 new new ADJ istl-2566 395 6 data datum NOUN istl-2566 395 7 content content NOUN istl-2566 395 8 and and CCONJ istl-2566 395 9 improved improved ADJ istl-2566 395 10 web web NOUN istl-2566 395 11 interfaces interface NOUN istl-2566 395 12 . . PUNCT istl-2566 396 1 nucleic nucleic ADJ istl-2566 396 2 acids acid NOUN istl-2566 396 3 research research PROPN istl-2566 396 4 49(d1):d1388 49(d1):d1388 PROPN istl-2566 396 5 – – PUNCT istl-2566 396 6 d1395 d1395 PROPN istl-2566 396 7 . . NUM istl-2566 396 8 doi:10.1093 doi:10.1093 NOUN istl-2566 396 9 / / SYM istl-2566 396 10 nar nar NOUN istl-2566 396 11 / / SYM istl-2566 396 12 gkaa971 gkaa971 PROPN istl-2566 396 13 . . PUNCT istl-2566 397 1 kim kim PROPN istl-2566 397 2 , , PUNCT istl-2566 397 3 s. s. PROPN istl-2566 397 4 , , PUNCT istl-2566 397 5 thiessen thiessen PROPN istl-2566 397 6 , , PUNCT istl-2566 397 7 p.a p.a PROPN istl-2566 397 8 . . PROPN istl-2566 397 9 , , PUNCT istl-2566 397 10 bolton bolton PROPN istl-2566 397 11 , , PUNCT istl-2566 397 12 e.e e.e PROPN istl-2566 397 13 . . PROPN istl-2566 397 14 & & CCONJ istl-2566 397 15 bryant bryant PROPN istl-2566 397 16 , , PUNCT istl-2566 397 17 s.h s.h PROPN istl-2566 397 18 . . PROPN istl-2566 397 19 2015 2015 NUM istl-2566 397 20 . . PUNCT istl-2566 398 1 pug pug NOUN istl-2566 398 2 - - PUNCT istl-2566 398 3 soap soap NOUN istl-2566 398 4 and and CCONJ istl-2566 398 5 pug pug NOUN istl-2566 398 6 - - PUNCT istl-2566 398 7 rest rest NOUN istl-2566 398 8 : : PUNCT istl-2566 398 9 web web NOUN istl-2566 398 10 services service NOUN istl-2566 398 11 for for ADP istl-2566 398 12 programmatic programmatic ADJ istl-2566 398 13 access access NOUN istl-2566 398 14 to to ADP istl-2566 398 15 chemical chemical ADJ istl-2566 398 16 information information NOUN istl-2566 398 17 in in ADP istl-2566 398 18 pubchem pubchem PROPN istl-2566 398 19 . . PUNCT istl-2566 399 1 nucleic nucleic ADJ istl-2566 399 2 acids acid NOUN istl-2566 399 3 research research NOUN istl-2566 399 4 43(w1):w605 43(w1):w605 NUM istl-2566 399 5 – – PUNCT istl-2566 399 6 w611 w611 PROPN istl-2566 399 7 . . PUNCT istl-2566 400 1 doi:10.1093 doi:10.1093 NOUN istl-2566 400 2 / / SYM istl-2566 400 3 nar nar PROPN istl-2566 400 4 / / SYM istl-2566 400 5 gkv396 gkv396 PROPN istl-2566 400 6 . . PUNCT istl-2566 401 1 kim kim PROPN istl-2566 401 2 , , PUNCT istl-2566 401 3 s. s. PROPN istl-2566 401 4 , , PUNCT istl-2566 401 5 thiessen thiessen PROPN istl-2566 401 6 , , PUNCT istl-2566 401 7 p.a p.a PROPN istl-2566 401 8 . . PROPN istl-2566 401 9 , , PUNCT istl-2566 401 10 bolton bolton PROPN istl-2566 401 11 , , PUNCT istl-2566 401 12 e.e e.e PROPN istl-2566 401 13 . . PROPN istl-2566 401 14 , , PUNCT istl-2566 401 15 chen chen PROPN istl-2566 401 16 , , PUNCT istl-2566 401 17 j. j. PROPN istl-2566 401 18 , , PUNCT istl-2566 401 19 fu fu PROPN istl-2566 401 20 , , PUNCT istl-2566 401 21 g. g. PROPN istl-2566 401 22 , , PUNCT istl-2566 401 23 gindulyte gindulyte PROPN istl-2566 401 24 , , PUNCT istl-2566 401 25 a. a. PROPN istl-2566 401 26 , , PUNCT istl-2566 401 27 han han PROPN istl-2566 401 28 , , PUNCT istl-2566 401 29 l. l. PROPN istl-2566 401 30 , , PUNCT istl-2566 401 31 he he PRON istl-2566 401 32 , , PUNCT istl-2566 401 33 j. j. PROPN istl-2566 401 34 , , PUNCT istl-2566 401 35 he he PRON istl-2566 401 36 , , PUNCT istl-2566 401 37 s. s. PROPN istl-2566 401 38 , , PUNCT istl-2566 401 39 shoemaker shoemaker NOUN istl-2566 401 40 , , PUNCT istl-2566 401 41 b.a b.a PROPN istl-2566 401 42 . . PROPN istl-2566 401 43 , , PUNCT istl-2566 401 44 et et PROPN istl-2566 401 45 al al PROPN istl-2566 401 46 . . PUNCT istl-2566 401 47 2016a 2016a NOUN istl-2566 401 48 . . PUNCT istl-2566 402 1 pubchem pubchem PROPN istl-2566 402 2 substance substance NOUN istl-2566 402 3 and and CCONJ istl-2566 402 4 compound compound NOUN istl-2566 402 5 databases database NOUN istl-2566 402 6 . . PUNCT istl-2566 403 1 nucleic nucleic ADJ istl-2566 403 2 acids acid NOUN istl-2566 403 3 research research PROPN istl-2566 403 4 44(d1):d1202 44(d1):d1202 PROPN istl-2566 403 5 – – PUNCT istl-2566 403 6 d1213 d1213 PROPN istl-2566 403 7 . . NUM istl-2566 403 8 doi:10.1093 doi:10.1093 NOUN istl-2566 403 9 / / SYM istl-2566 403 10 nar nar NOUN istl-2566 403 11 / / SYM istl-2566 403 12 gkv951 gkv951 PROPN istl-2566 403 13 . . PUNCT istl-2566 404 1 kim kim PROPN istl-2566 404 2 , , PUNCT istl-2566 404 3 s. s. PROPN istl-2566 404 4 , , PUNCT istl-2566 404 5 thiessen thiessen PROPN istl-2566 404 6 , , PUNCT istl-2566 404 7 p.a p.a PROPN istl-2566 404 8 . . PROPN istl-2566 404 9 , , PUNCT istl-2566 404 10 bolton bolton PROPN istl-2566 404 11 , , PUNCT istl-2566 404 12 e.e e.e PROPN istl-2566 404 13 . . PROPN istl-2566 404 14 , , PUNCT istl-2566 404 15 chen chen PROPN istl-2566 404 16 , , PUNCT istl-2566 404 17 j. j. PROPN istl-2566 404 18 , , PUNCT istl-2566 404 19 fu fu PROPN istl-2566 404 20 , , PUNCT istl-2566 404 21 g. g. PROPN istl-2566 404 22 , , PUNCT istl-2566 404 23 gindulyte gindulyte PROPN istl-2566 404 24 , , PUNCT istl-2566 404 25 a. a. PROPN istl-2566 404 26 , , PUNCT istl-2566 404 27 han han PROPN istl-2566 404 28 , , PUNCT istl-2566 404 29 l. l. PROPN istl-2566 404 30 , , PUNCT istl-2566 404 31 he he PRON istl-2566 404 32 , , PUNCT istl-2566 404 33 j. j. PROPN istl-2566 404 34 , , PUNCT istl-2566 404 35 he he PRON istl-2566 404 36 , , PUNCT istl-2566 404 37 s. s. PROPN istl-2566 404 38 , , PUNCT istl-2566 404 39 shoemaker shoemaker NOUN istl-2566 404 40 , , PUNCT istl-2566 404 41 b.a b.a PROPN istl-2566 404 42 . . PROPN istl-2566 404 43 , , PUNCT istl-2566 404 44 et et PROPN istl-2566 404 45 al al PROPN istl-2566 404 46 . . PUNCT istl-2566 404 47 2016b 2016b NUM istl-2566 404 48 . . PUNCT istl-2566 405 1 literature literature NOUN istl-2566 405 2 information information NOUN istl-2566 405 3 in in ADP istl-2566 405 4 pubchem pubchem NOUN istl-2566 405 5 : : PUNCT istl-2566 405 6 associations association NOUN istl-2566 405 7 between between ADP istl-2566 405 8 pubchem pubchem NOUN istl-2566 405 9 records record NOUN istl-2566 405 10 and and CCONJ istl-2566 405 11 scientific scientific ADJ istl-2566 405 12 articles article NOUN istl-2566 405 13 . . PUNCT istl-2566 406 1 journal journal PROPN istl-2566 406 2 of of ADP istl-2566 406 3 cheminformatics cheminformatics PROPN istl-2566 406 4 8:32 8:32 PROPN istl-2566 406 5 . . PUNCT istl-2566 407 1 doi:10.1186 doi:10.1186 PROPN istl-2566 407 2 / / SYM istl-2566 407 3 s13321 s13321 PROPN istl-2566 407 4 - - PUNCT istl-2566 407 5 016 016 NUM istl-2566 407 6 - - PUNCT istl-2566 407 7 0142 0142 NUM istl-2566 407 8 - - SYM istl-2566 407 9 6 6 NUM istl-2566 407 10 . . PUNCT istl-2566 407 11 kim kim PROPN istl-2566 407 12 , , PUNCT istl-2566 407 13 s. s. PROPN istl-2566 407 14 , , PUNCT istl-2566 407 15 thiessen thiessen PROPN istl-2566 407 16 , , PUNCT istl-2566 407 17 p.a p.a PROPN istl-2566 407 18 . . PROPN istl-2566 407 19 , , PUNCT istl-2566 407 20 cheng cheng PROPN istl-2566 407 21 , , PUNCT istl-2566 407 22 t. t. PROPN istl-2566 407 23 , , PUNCT istl-2566 407 24 zhang zhang PROPN istl-2566 407 25 , , PUNCT istl-2566 407 26 j. j. PROPN istl-2566 407 27 , , PUNCT istl-2566 407 28 gindulyte gindulyte PROPN istl-2566 407 29 , , PUNCT istl-2566 407 30 a. a. PROPN istl-2566 407 31 & & CCONJ istl-2566 407 32 bolton bolton PROPN istl-2566 407 33 , , PUNCT istl-2566 407 34 e.e e.e PROPN istl-2566 407 35 . . PROPN istl-2566 407 36 2019 2019 NUM istl-2566 407 37 . . PUNCT istl-2566 408 1 pug pug NOUN istl-2566 408 2 - - PUNCT istl-2566 408 3 view view NOUN istl-2566 408 4 : : PUNCT istl-2566 408 5 programmatic programmatic ADJ istl-2566 408 6 access access NOUN istl-2566 408 7 to to ADP istl-2566 408 8 chemical chemical NOUN istl-2566 408 9 annotations annotation NOUN istl-2566 408 10 integrated integrate VERB istl-2566 408 11 in in ADP istl-2566 408 12 pubchem pubchem PROPN istl-2566 408 13 . . PUNCT istl-2566 409 1 journal journal PROPN istl-2566 409 2 of of ADP istl-2566 409 3 cheminformatics cheminformatic NOUN istl-2566 409 4 11:56 11:56 NUM istl-2566 409 5 . . PUNCT istl-2566 410 1 doi:10.1186 doi:10.1186 PROPN istl-2566 410 2 / / SYM istl-2566 410 3 s13321 s13321 PROPN istl-2566 410 4 - - PUNCT istl-2566 410 5 019 019 NUM istl-2566 410 6 - - PUNCT istl-2566 410 7 0375 0375 NUM istl-2566 410 8 - - PUNCT istl-2566 410 9 2 2 NUM istl-2566 410 10 . . X istl-2566 410 11 krallinger krallinger NOUN istl-2566 410 12 , , PUNCT istl-2566 410 13 m. m. NOUN istl-2566 410 14 , , PUNCT istl-2566 410 15 rabal rabal NOUN istl-2566 410 16 , , PUNCT istl-2566 410 17 o. o. PROPN istl-2566 410 18 , , PUNCT istl-2566 410 19 lourenço lourenço PROPN istl-2566 410 20 , , PUNCT istl-2566 410 21 a. a. PROPN istl-2566 410 22 , , PUNCT istl-2566 410 23 oyarzabal oyarzabal PROPN istl-2566 410 24 , , PUNCT istl-2566 410 25 j. j. PROPN istl-2566 410 26 & & CCONJ istl-2566 410 27 valencia valencia PROPN istl-2566 410 28 , , PUNCT istl-2566 410 29 a. a. PROPN istl-2566 410 30 2017 2017 NUM istl-2566 410 31 . . PUNCT istl-2566 411 1 information information NOUN istl-2566 411 2 retrieval retrieval NOUN istl-2566 411 3 and and CCONJ istl-2566 411 4 text text NOUN istl-2566 411 5 mining mining NOUN istl-2566 411 6 technologies technology NOUN istl-2566 411 7 for for ADP istl-2566 411 8 chemistry chemistry NOUN istl-2566 411 9 . . PUNCT istl-2566 412 1 chemical chemical PROPN istl-2566 412 2 reviews reviews PROPN istl-2566 412 3 117(12):7673–7761 117(12):7673–7761 PROPN istl-2566 412 4 . . PUNCT istl-2566 413 1 doi:10.1021 doi:10.1021 PROPN istl-2566 413 2 / / SYM istl-2566 413 3 acs.chemrev.6b00851 acs.chemrev.6b00851 PROPN istl-2566 413 4 . . PUNCT istl-2566 414 1 landrum landrum NOUN istl-2566 414 2 , , PUNCT istl-2566 414 3 g.a g.a PROPN istl-2566 414 4 . . PROPN istl-2566 414 5 2020 2020 NUM istl-2566 414 6 . . PUNCT istl-2566 415 1 rdkit rdkit PROPN istl-2566 415 2 : : PUNCT istl-2566 415 3 open open ADJ istl-2566 415 4 - - PUNCT istl-2566 415 5 source source NOUN istl-2566 415 6 cheminformatics cheminformatic NOUN istl-2566 415 7 software software NOUN istl-2566 415 8 [ [ X istl-2566 415 9 internet internet NOUN istl-2566 415 10 ] ] PUNCT istl-2566 415 11 . . PUNCT istl-2566 416 1 available available ADJ istl-2566 416 2 from from ADP istl-2566 416 3 https://www.rdkit.org/. https://www.rdkit.org/. PROPN istl-2566 416 4 lawson lawson PROPN istl-2566 416 5 , , PUNCT istl-2566 416 6 a.j a.j PROPN istl-2566 416 7 . . PROPN istl-2566 416 8 , , PUNCT istl-2566 416 9 swienty swienty PROPN istl-2566 416 10 - - PUNCT istl-2566 416 11 busch busch PROPN istl-2566 416 12 , , PUNCT istl-2566 416 13 j. j. PROPN istl-2566 416 14 , , PUNCT istl-2566 416 15 géoui géoui PROPN istl-2566 416 16 , , PUNCT istl-2566 416 17 t. t. PROPN istl-2566 416 18 & & CCONJ istl-2566 416 19 evans evans PROPN istl-2566 416 20 , , PUNCT istl-2566 416 21 d. d. PROPN istl-2566 416 22 2014 2014 NUM istl-2566 416 23 . . PUNCT istl-2566 417 1 the the DET istl-2566 417 2 making making NOUN istl-2566 417 3 of of ADP istl-2566 417 4 reaxys reaxys NOUN istl-2566 417 5 — — PUNCT istl-2566 417 6 towards towards ADP istl-2566 417 7 unobstructed unobstructed ADJ istl-2566 417 8 access access NOUN istl-2566 417 9 to to ADP istl-2566 417 10 relevant relevant ADJ istl-2566 417 11 chemistry chemistry NOUN istl-2566 417 12 information information NOUN istl-2566 417 13 . . PUNCT istl-2566 418 1 in in ADP istl-2566 418 2 : : PUNCT istl-2566 418 3 mcewen mcewen PROPN istl-2566 418 4 , , PUNCT istl-2566 418 5 l.r l.r PROPN istl-2566 418 6 . . PROPN istl-2566 418 7 & & CCONJ istl-2566 418 8 buntrock buntrock PROPN istl-2566 418 9 , , PUNCT istl-2566 418 10 r.e r.e PROPN istl-2566 418 11 . . PROPN istl-2566 418 12 , , PUNCT istl-2566 418 13 editors editor NOUN istl-2566 418 14 . . PUNCT istl-2566 419 1 the the DET istl-2566 419 2 future future NOUN istl-2566 419 3 of of ADP istl-2566 419 4 the the DET istl-2566 419 5 history history NOUN istl-2566 419 6 of of ADP istl-2566 419 7 chemical chemical ADJ istl-2566 419 8 information information NOUN istl-2566 419 9 . . PUNCT istl-2566 420 1 washington washington PROPN istl-2566 420 2 ( ( PUNCT istl-2566 420 3 dc dc PROPN istl-2566 420 4 ): ): PUNCT istl-2566 420 5 american american PROPN istl-2566 420 6 chemical chemical PROPN istl-2566 420 7 society society NOUN istl-2566 420 8 . . PUNCT istl-2566 421 1 p. p. NOUN istl-2566 421 2 127–148 127–148 NUM istl-2566 421 3 . . PUNCT istl-2566 422 1 martin martin PROPN istl-2566 422 2 , , PUNCT istl-2566 422 3 e. e. PROPN istl-2566 422 4 , , PUNCT istl-2566 422 5 monge monge PROPN istl-2566 422 6 , , PUNCT istl-2566 422 7 a. a. PROPN istl-2566 422 8 , , PUNCT istl-2566 422 9 duret duret PROPN istl-2566 422 10 , , PUNCT istl-2566 422 11 j j PROPN istl-2566 422 12 - - PUNCT istl-2566 422 13 a. a. NOUN istl-2566 422 14 , , PUNCT istl-2566 422 15 gualandi gualandi PROPN istl-2566 422 16 , , PUNCT istl-2566 422 17 f. f. PROPN istl-2566 422 18 , , PUNCT istl-2566 422 19 peitsch peitsch PROPN istl-2566 422 20 , , PUNCT istl-2566 422 21 m.c m.c PROPN istl-2566 422 22 . . PROPN istl-2566 422 23 & & CCONJ istl-2566 422 24 pospisil pospisil PROPN istl-2566 422 25 , , PUNCT istl-2566 422 26 p. p. NOUN istl-2566 422 27 2012 2012 NUM istl-2566 422 28 . . PUNCT istl-2566 423 1 building build VERB istl-2566 423 2 an an DET istl-2566 423 3 r&d r&d NOUN istl-2566 423 4 chemical chemical NOUN istl-2566 423 5 registration registration NOUN istl-2566 423 6 system system NOUN istl-2566 423 7 . . PUNCT istl-2566 424 1 journal journal PROPN istl-2566 424 2 of of ADP istl-2566 424 3 cheminformatics cheminformatic NOUN istl-2566 424 4 4:11 4:11 NUM istl-2566 424 5 . . PUNCT istl-2566 425 1 doi:10.1186/1758 doi:10.1186/1758 NOUN istl-2566 425 2 - - PUNCT istl-2566 425 3 2946 2946 NUM istl-2566 425 4 - - PUNCT istl-2566 425 5 4 4 NUM istl-2566 425 6 - - SYM istl-2566 425 7 11 11 NUM istl-2566 425 8 . . PUNCT istl-2566 425 9 mendez mendez PROPN istl-2566 425 10 , , PUNCT istl-2566 425 11 d. d. PROPN istl-2566 425 12 , , PUNCT istl-2566 425 13 gaulton gaulton PROPN istl-2566 425 14 , , PUNCT istl-2566 425 15 a. a. PROPN istl-2566 425 16 , , PUNCT istl-2566 425 17 bento bento PROPN istl-2566 425 18 , , PUNCT istl-2566 425 19 a.p a.p PROPN istl-2566 425 20 . . PROPN istl-2566 425 21 , , PUNCT istl-2566 425 22 chambers chambers PROPN istl-2566 425 23 , , PUNCT istl-2566 425 24 j. j. PROPN istl-2566 425 25 , , PUNCT istl-2566 425 26 de de PROPN istl-2566 425 27 veij veij PROPN istl-2566 425 28 , , PUNCT istl-2566 425 29 m. m. NOUN istl-2566 425 30 , , PUNCT istl-2566 425 31 félix félix NOUN istl-2566 425 32 , , PUNCT istl-2566 425 33 e. e. PROPN istl-2566 425 34 , , PUNCT istl-2566 425 35 magariños magariños PROPN istl-2566 425 36 , , PUNCT istl-2566 425 37 m.p m.p PROPN istl-2566 425 38 . . PROPN istl-2566 425 39 , , PUNCT istl-2566 425 40 mosquera mosquera PROPN istl-2566 425 41 , , PUNCT istl-2566 425 42 j.f j.f PROPN istl-2566 425 43 . . PROPN istl-2566 425 44 , , PUNCT istl-2566 425 45 mutowo mutowo PROPN istl-2566 425 46 , , PUNCT istl-2566 425 47 p. p. PROPN istl-2566 425 48 , , PUNCT istl-2566 425 49 nowotka nowotka PROPN istl-2566 425 50 , , PUNCT istl-2566 425 51 m. m. NOUN istl-2566 425 52 , , PUNCT istl-2566 425 53 et et PROPN istl-2566 425 54 al al PROPN istl-2566 425 55 . . PROPN istl-2566 425 56 2018 2018 NUM istl-2566 425 57 . . PUNCT istl-2566 426 1 chembl chembl NOUN istl-2566 426 2 : : PUNCT istl-2566 426 3 towards towards ADP istl-2566 426 4 direct direct ADJ istl-2566 426 5 deposition deposition NOUN istl-2566 426 6 of of ADP istl-2566 426 7 bioassay bioassay VERB istl-2566 426 8 data data PROPN istl-2566 426 9 . . PUNCT istl-2566 427 1 nucleic nucleic ADJ istl-2566 427 2 acids acid NOUN istl-2566 427 3 research research PROPN istl-2566 427 4 47(d1):d930 47(d1):d930 NUM istl-2566 427 5 – – PUNCT istl-2566 427 6 d940 d940 PROPN istl-2566 427 7 . . PUNCT istl-2566 427 8 doi:10.1093 doi:10.1093 NOUN istl-2566 427 9 / / SYM istl-2566 427 10 nar nar PROPN istl-2566 427 11 / / SYM istl-2566 427 12 gky1075 gky1075 PROPN istl-2566 427 13 . . PUNCT istl-2566 428 1 national national ADJ istl-2566 428 2 center center NOUN istl-2566 428 3 for for ADP istl-2566 428 4 biotechnology biotechnology NOUN istl-2566 428 5 information information NOUN istl-2566 428 6 . . PUNCT istl-2566 429 1 2021 2021 NUM istl-2566 429 2 . . PUNCT istl-2566 430 1 entrez entrez PROPN istl-2566 430 2 programming programming NOUN istl-2566 430 3 utilities utility NOUN istl-2566 430 4 help help VERB istl-2566 430 5 [ [ X istl-2566 430 6 internet internet NOUN istl-2566 430 7 ] ] PUNCT istl-2566 430 8 . . PUNCT istl-2566 431 1 available available ADJ istl-2566 431 2 from from ADP istl-2566 431 3 https://www.ncbi.nlm.nih.gov/books/nbk25501/. https://www.ncbi.nlm.nih.gov/books/nbk25501/. PROPN istl-2566 431 4 national national PROPN istl-2566 431 5 center center NOUN istl-2566 431 6 for for ADP istl-2566 431 7 biotechnology biotechnology NOUN istl-2566 431 8 information information NOUN istl-2566 431 9 . . PUNCT istl-2566 432 1 [ [ X istl-2566 432 2 date date NOUN istl-2566 432 3 unknown unknown NOUN istl-2566 432 4 - - PUNCT istl-2566 432 5 a a NOUN istl-2566 432 6 ] ] PUNCT istl-2566 432 7 . . PUNCT istl-2566 433 1 pubchem pubchem NOUN istl-2566 433 2 specification specification NOUN istl-2566 433 3 : : PUNCT istl-2566 433 4 pc pc NOUN istl-2566 433 5 - - NOUN istl-2566 433 6 stereogroup stereogroup NOUN istl-2566 434 1 [ [ X istl-2566 434 2 internet internet NOUN istl-2566 434 3 ] ] PUNCT istl-2566 434 4 . . PUNCT istl-2566 435 1 [ [ X istl-2566 435 2 accessed access VERB istl-2566 435 3 2020 2020 NUM istl-2566 435 4 jul jul NOUN istl-2566 435 5 2 2 NUM istl-2566 435 6 ] ] PUNCT istl-2566 435 7 . . PUNCT istl-2566 436 1 available available ADJ istl-2566 436 2 from from ADP istl-2566 436 3 https://www.ncbi.nlm.nih.gov/ieb/toolbox/cpp_doc/asn_spec/pc-stereogroup.html https://www.ncbi.nlm.nih.gov/ieb/toolbox/cpp_doc/asn_spec/pc-stereogroup.html PROPN istl-2566 436 4 . . PUNCT istl-2566 437 1 national national ADJ istl-2566 437 2 center center NOUN istl-2566 437 3 for for ADP istl-2566 437 4 biotechnology biotechnology NOUN istl-2566 437 5 information information NOUN istl-2566 437 6 . . PUNCT istl-2566 438 1 [ [ X istl-2566 438 2 date date NOUN istl-2566 438 3 unknown unknown NOUN istl-2566 438 4 - - PUNCT istl-2566 438 5 b b NOUN istl-2566 438 6 ] ] PUNCT istl-2566 438 7 . . PUNCT istl-2566 439 1 pubchem pubchem PROPN istl-2566 439 2 substance substance NOUN istl-2566 439 3 tags tag NOUN istl-2566 439 4 [ [ X istl-2566 439 5 internet internet NOUN istl-2566 439 6 ] ] PUNCT istl-2566 439 7 . . PUNCT istl-2566 440 1 [ [ X istl-2566 440 2 accessed access VERB istl-2566 440 3 2020 2020 NUM istl-2566 440 4 may may AUX istl-2566 440 5 18 18 NUM istl-2566 440 6 ] ] PUNCT istl-2566 440 7 . . PUNCT istl-2566 441 1 available available ADJ istl-2566 441 2 from from ADP istl-2566 441 3 https://pubchem.ncbi.nlm.nih.gov/upload/html/tags_substance.html https://pubchem.ncbi.nlm.nih.gov/upload/html/tags_substance.html PROPN istl-2566 441 4 . . PUNCT istl-2566 442 1 nguyen nguyen PROPN istl-2566 442 2 , , PUNCT istl-2566 442 3 a. a. PROPN istl-2566 442 4 , , PUNCT istl-2566 442 5 huang huang PROPN istl-2566 442 6 , , PUNCT istl-2566 442 7 y y PROPN istl-2566 442 8 - - PUNCT istl-2566 442 9 c. c. PROPN istl-2566 442 10 , , PUNCT istl-2566 442 11 tremouilhac tremouilhac PROPN istl-2566 442 12 , , PUNCT istl-2566 442 13 p. p. PROPN istl-2566 442 14 , , PUNCT istl-2566 442 15 jung jung PROPN istl-2566 442 16 , , PUNCT istl-2566 442 17 n. n. PROPN istl-2566 442 18 & & CCONJ istl-2566 442 19 bräse bräse PROPN istl-2566 442 20 , , PUNCT istl-2566 442 21 s. s. PROPN istl-2566 442 22 2019 2019 NUM istl-2566 442 23 . . PUNCT istl-2566 443 1 chemscanner chemscanner NOUN istl-2566 443 2 : : PUNCT istl-2566 443 3 extraction extraction NOUN istl-2566 443 4 and and CCONJ istl-2566 443 5 re re NOUN istl-2566 443 6 - - NOUN istl-2566 443 7 use(ability use(ability NOUN istl-2566 443 8 ) ) PUNCT istl-2566 443 9 of of ADP istl-2566 443 10 chemical chemical ADJ istl-2566 443 11 information information NOUN istl-2566 443 12 from from ADP istl-2566 443 13 common common ADJ istl-2566 443 14 scientific scientific ADJ istl-2566 443 15 documents document NOUN istl-2566 443 16 containing contain VERB istl-2566 443 17 chemdraw chemdraw NOUN istl-2566 443 18 files file NOUN istl-2566 443 19 . . PUNCT istl-2566 444 1 journal journal PROPN istl-2566 444 2 of of ADP istl-2566 444 3 cheminformatics cheminformatics PROPN istl-2566 444 4 11:77 11:77 NUM istl-2566 444 5 . . PUNCT istl-2566 445 1 doi:10.1186 doi:10.1186 PROPN istl-2566 445 2 / / SYM istl-2566 445 3 s13321 s13321 PROPN istl-2566 445 4 - - PUNCT istl-2566 445 5 019 019 NUM istl-2566 445 6 - - PUNCT istl-2566 445 7 0400 0400 NUM istl-2566 445 8 - - PUNCT istl-2566 445 9 5 5 NUM istl-2566 445 10 . . PUNCT istl-2566 445 11 o’boyle o’boyle NOUN istl-2566 445 12 , , PUNCT istl-2566 445 13 n.m n.m PROPN istl-2566 445 14 . . PROPN istl-2566 445 15 , , PUNCT istl-2566 445 16 mayfield mayfield PROPN istl-2566 445 17 , , PUNCT istl-2566 445 18 j.w j.w PROPN istl-2566 445 19 . . PROPN istl-2566 445 20 & & CCONJ istl-2566 445 21 sayle sayle PROPN istl-2566 445 22 , , PUNCT istl-2566 445 23 r.a r.a PROPN istl-2566 445 24 . . PROPN istl-2566 445 25 2018 2018 NUM istl-2566 445 26 . . PUNCT istl-2566 446 1 can can AUX istl-2566 446 2 we we PRON istl-2566 446 3 agree agree VERB istl-2566 446 4 on on ADP istl-2566 446 5 the the DET istl-2566 446 6 structure structure NOUN istl-2566 446 7 represented represent VERB istl-2566 446 8 by by ADP istl-2566 446 9 a a DET istl-2566 446 10 smiles smile NOUN istl-2566 446 11 string string NOUN istl-2566 446 12 ? ? PUNCT istl-2566 447 1 a a DET istl-2566 447 2 benchmark benchmark ADJ istl-2566 447 3 dataset dataset NOUN istl-2566 447 4 [ [ X istl-2566 447 5 internet internet NOUN istl-2566 447 6 ] ] PUNCT istl-2566 447 7 . . PUNCT istl-2566 448 1 available available ADJ istl-2566 448 2 from from ADP istl-2566 448 3 https://www.nextmovesoftware.com/products/smilesbenchmark_iccs_may2018.pdf https://www.nextmovesoftware.com/products/smilesbenchmark_iccs_may2018.pdf PROPN istl-2566 448 4 . . PUNCT istl-2566 448 5 pence pence PROPN istl-2566 448 6 , , PUNCT istl-2566 448 7 h.e h.e PROPN istl-2566 448 8 . . PROPN istl-2566 448 9 & & CCONJ istl-2566 448 10 williams williams PROPN istl-2566 448 11 , , PUNCT istl-2566 448 12 a. a. PROPN istl-2566 448 13 2010 2010 NUM istl-2566 448 14 . . PUNCT istl-2566 449 1 chemspider chemspider VERB istl-2566 449 2 : : PUNCT istl-2566 449 3 an an DET istl-2566 449 4 online online ADJ istl-2566 449 5 chemical chemical NOUN istl-2566 449 6 information information NOUN istl-2566 449 7 resource resource NOUN istl-2566 449 8 . . PUNCT istl-2566 450 1 journal journal PROPN istl-2566 450 2 of of ADP istl-2566 450 3 chemical chemical NOUN istl-2566 450 4 education education NOUN istl-2566 450 5 87(11):1123–1124 87(11):1123–1124 PROPN istl-2566 450 6 . . PUNCT istl-2566 451 1 doi:10.1021 doi:10.1021 ADJ istl-2566 451 2 / / SYM istl-2566 451 3 ed100697w ed100697w NUM istl-2566 451 4 . . PUNCT istl-2566 452 1 richardson richardson PROPN istl-2566 452 2 , , PUNCT istl-2566 452 3 s. s. PROPN istl-2566 452 4 2018 2018 NUM istl-2566 452 5 . . PUNCT istl-2566 453 1 chemspider chemspider VERB istl-2566 453 2 pre pre ADJ istl-2566 453 3 - - ADJ istl-2566 453 4 deposition deposition ADJ istl-2566 453 5 filters filter NOUN istl-2566 453 6 [ [ X istl-2566 453 7 internet internet NOUN istl-2566 453 8 ] ] PUNCT istl-2566 453 9 . . PUNCT istl-2566 454 1 available available ADJ istl-2566 454 2 from from ADP istl-2566 454 3 https://blogs.rsc.org/chemspider/2018/09/18/chemspider-pre-deposition-filters/. https://blogs.rsc.org/chemspider/2018/09/18/chemspider-pre-deposition-filters/. PROPN istl-2566 454 4 rose rose NOUN istl-2566 454 5 - - PUNCT istl-2566 454 6 wiles wile NOUN istl-2566 454 7 , , PUNCT istl-2566 454 8 l.m l.m PROPN istl-2566 454 9 . . PROPN istl-2566 454 10 & & CCONJ istl-2566 454 11 marzabadi marzabadi PROPN istl-2566 454 12 , , PUNCT istl-2566 454 13 c. c. PROPN istl-2566 454 14 2018 2018 NUM istl-2566 454 15 . . PUNCT istl-2566 455 1 what what PRON istl-2566 455 2 do do AUX istl-2566 455 3 chemists chemist NOUN istl-2566 455 4 cite cite VERB istl-2566 455 5 ? ? PUNCT istl-2566 456 1 a a DET istl-2566 456 2 5 5 NUM istl-2566 456 3 - - PUNCT istl-2566 456 4 year year NOUN istl-2566 456 5 analysis analysis NOUN istl-2566 456 6 of of ADP istl-2566 456 7 references reference NOUN istl-2566 456 8 cited cite VERB istl-2566 456 9 in in ADP istl-2566 456 10 american american PROPN istl-2566 456 11 chemical chemical PROPN istl-2566 456 12 society society PROPN istl-2566 456 13 journal journal PROPN istl-2566 456 14 articles article NOUN istl-2566 456 15 . . PUNCT istl-2566 457 1 science science NOUN istl-2566 457 2 & & CCONJ istl-2566 457 3 technology technology PROPN istl-2566 457 4 libraries librarie VERB istl-2566 457 5 37(3):246–273 37(3):246–273 PROPN istl-2566 457 6 . . PUNCT istl-2566 458 1 doi:10.1080/0194262x.2018.1481488 doi:10.1080/0194262x.2018.1481488 PROPN istl-2566 458 2 . . PUNCT istl-2566 459 1 roth roth PROPN istl-2566 459 2 , , PUNCT istl-2566 459 3 b. b. PROPN istl-2566 459 4 , , PUNCT istl-2566 459 5 böhmer böhmer PROPN istl-2566 459 6 , , PUNCT istl-2566 459 7 h h NOUN istl-2566 459 8 - - PUNCT istl-2566 459 9 u. u. PROPN istl-2566 459 10 & & CCONJ istl-2566 459 11 deplanque deplanque PROPN istl-2566 459 12 , , PUNCT istl-2566 459 13 r. r. PROPN istl-2566 459 14 1992 1992 NUM istl-2566 459 15 . . PUNCT istl-2566 460 1 registration registration NOUN istl-2566 460 2 of of ADP istl-2566 460 3 substances substance NOUN istl-2566 460 4 in in ADP istl-2566 460 5 the the DET istl-2566 460 6 gmelin gmelin NOUN istl-2566 460 7 factual factual ADJ istl-2566 460 8 database database PROPN istl-2566 460 9 . . PUNCT istl-2566 461 1 analytica analytica PROPN istl-2566 461 2 chimica chimica PROPN istl-2566 461 3 acta acta PROPN istl-2566 461 4 265(2):301–304 265(2):301–304 NUM istl-2566 461 5 . . PUNCT istl-2566 462 1 doi:10.1016/0003 doi:10.1016/0003 PROPN istl-2566 462 2 - - PUNCT istl-2566 462 3 2670(92)85036 2670(92)85036 NUM istl-2566 462 4 - - SYM istl-2566 462 5 6 6 NUM istl-2566 462 6 . . PUNCT istl-2566 462 7 royal royal ADJ istl-2566 462 8 society society NOUN istl-2566 462 9 of of ADP istl-2566 462 10 chemistry chemistry NOUN istl-2566 462 11 . . PUNCT istl-2566 463 1 2020 2020 NUM istl-2566 463 2 . . PUNCT istl-2566 464 1 chemspider chemspider VERB istl-2566 464 2 data datum NOUN istl-2566 464 3 source source NOUN istl-2566 464 4 search search NOUN istl-2566 464 5 : : PUNCT istl-2566 464 6 sord sord NOUN istl-2566 464 7 [ [ X istl-2566 464 8 internet internet NOUN istl-2566 464 9 ] ] PUNCT istl-2566 464 10 . . PUNCT istl-2566 465 1 [ [ X istl-2566 465 2 cited cite VERB istl-2566 465 3 2020 2020 NUM istl-2566 465 4 may may AUX istl-2566 465 5 12 12 NUM istl-2566 465 6 ] ] PUNCT istl-2566 465 7 . . PUNCT istl-2566 466 1 available available ADJ istl-2566 466 2 from from ADP istl-2566 466 3 https://www.chemspider.com/search.aspx?dsn=sord https://www.chemspider.com/search.aspx?dsn=sord PROPN istl-2566 466 4 . . PUNCT istl-2566 467 1 scalfani scalfani PROPN istl-2566 467 2 , , PUNCT istl-2566 467 3 v.f v.f PROPN istl-2566 467 4 . . PROPN istl-2566 467 5 2017 2017 NUM istl-2566 467 6 . . PUNCT istl-2566 468 1 text text NOUN istl-2566 468 2 analysis analysis NOUN istl-2566 468 3 of of ADP istl-2566 468 4 chemistry chemistry NOUN istl-2566 468 5 thesis thesis NOUN istl-2566 468 6 and and CCONJ istl-2566 468 7 dissertation dissertation NOUN istl-2566 468 8 titles title NOUN istl-2566 468 9 . . PUNCT istl-2566 469 1 issues issue NOUN istl-2566 469 2 in in ADP istl-2566 469 3 science science NOUN istl-2566 469 4 and and CCONJ istl-2566 469 5 technology technology NOUN istl-2566 469 6 librarianship librarianship NOUN istl-2566 469 7 86 86 NUM istl-2566 469 8 . . PUNCT istl-2566 470 1 doi:10.5062 doi:10.5062 PROPN istl-2566 470 2 / / SYM istl-2566 470 3 f4td9vbx f4td9vbx NUM istl-2566 470 4 . . PUNCT istl-2566 471 1 scalfani scalfani PROPN istl-2566 471 2 , , PUNCT istl-2566 471 3 v.f v.f PROPN istl-2566 471 4 . . PROPN istl-2566 471 5 2020 2020 NUM istl-2566 471 6 . . PUNCT istl-2566 472 1 ualib_chemstructures ualib_chemstructure VERB istl-2566 472 2 github github PROPN istl-2566 472 3 repository repository PROPN istl-2566 473 1 [ [ X istl-2566 473 2 internet internet NOUN istl-2566 473 3 ] ] PUNCT istl-2566 473 4 . . PUNCT istl-2566 474 1 available available ADJ istl-2566 474 2 from from ADP istl-2566 474 3 https://github.com/ualibweb/ualib_chemstructures/blob/master/readme.md https://github.com/ualibweb/ualib_chemstructures/blob/master/readme.md PROPN istl-2566 474 4 . . PUNCT istl-2566 475 1 scalfani scalfani PROPN istl-2566 475 2 , , PUNCT istl-2566 475 3 v.f v.f PROPN istl-2566 475 4 . . PROPN istl-2566 475 5 , , PUNCT istl-2566 475 6 ralph ralph PROPN istl-2566 475 7 , , PUNCT istl-2566 475 8 s.c s.c PROPN istl-2566 475 9 . . PROPN istl-2566 475 10 , , PUNCT istl-2566 475 11 alshaikh alshaikh PROPN istl-2566 475 12 , , PUNCT istl-2566 475 13 a.a a.a PROPN istl-2566 475 14 . . PROPN istl-2566 475 15 & & CCONJ istl-2566 475 16 bara bara PROPN istl-2566 475 17 , , PUNCT istl-2566 475 18 j.e j.e PROPN istl-2566 475 19 . . PROPN istl-2566 475 20 2020 2020 NUM istl-2566 475 21 . . PUNCT istl-2566 476 1 class class NOUN istl-2566 476 2 and and CCONJ istl-2566 476 3 home home NOUN istl-2566 476 4 problems problem NOUN istl-2566 476 5 : : PUNCT istl-2566 476 6 programmatic programmatic ADJ istl-2566 476 7 compilation compilation NOUN istl-2566 476 8 of of ADP istl-2566 476 9 chemical chemical ADJ istl-2566 476 10 data datum NOUN istl-2566 476 11 and and CCONJ istl-2566 476 12 literature literature NOUN istl-2566 476 13 from from ADP istl-2566 476 14 pubchem pubchem NOUN istl-2566 476 15 using use VERB istl-2566 476 16 matlab matlab PROPN istl-2566 476 17 . . PUNCT istl-2566 477 1 chemical chemical PROPN istl-2566 477 2 engineering engineering NOUN istl-2566 477 3 education education NOUN istl-2566 477 4 54(4):230 54(4):230 PROPN istl-2566 477 5 - - NUM istl-2566 477 6 241 241 NUM istl-2566 477 7 . . PUNCT istl-2566 478 1 doi:10.18260/2 doi:10.18260/2 PROPN istl-2566 478 2 - - PUNCT istl-2566 478 3 1 1 NUM istl-2566 478 4 - - SYM istl-2566 478 5 370.660 370.660 NUM istl-2566 478 6 - - SYM istl-2566 478 7 115508 115508 NUM istl-2566 478 8 . . PUNCT istl-2566 479 1 swain swain PROPN istl-2566 479 2 , , PUNCT istl-2566 479 3 m.c m.c PROPN istl-2566 479 4 . . PROPN istl-2566 479 5 & & CCONJ istl-2566 479 6 cole cole PROPN istl-2566 479 7 , , PUNCT istl-2566 479 8 j.m j.m PROPN istl-2566 479 9 . . PROPN istl-2566 479 10 2016 2016 NUM istl-2566 479 11 . . PUNCT istl-2566 480 1 chemdataextractor chemdataextractor NOUN istl-2566 480 2 : : PUNCT istl-2566 480 3 a a DET istl-2566 480 4 toolkit toolkit NOUN istl-2566 480 5 for for ADP istl-2566 480 6 automated automate VERB istl-2566 480 7 extraction extraction NOUN istl-2566 480 8 of of ADP istl-2566 480 9 chemical chemical ADJ istl-2566 480 10 information information NOUN istl-2566 480 11 from from ADP istl-2566 480 12 the the DET istl-2566 480 13 scientific scientific ADJ istl-2566 480 14 literature literature NOUN istl-2566 480 15 . . PUNCT istl-2566 481 1 journal journal PROPN istl-2566 481 2 of of ADP istl-2566 481 3 chemical chemical ADJ istl-2566 481 4 information information NOUN istl-2566 481 5 and and CCONJ istl-2566 481 6 modeling model VERB istl-2566 481 7 56(10):1894–1904 56(10):1894–1904 PROPN istl-2566 481 8 . . PUNCT istl-2566 482 1 doi:10.1021 doi:10.1021 PROPN istl-2566 482 2 / / SYM istl-2566 482 3 acs.jcim.6b00207 acs.jcim.6b00207 NOUN istl-2566 482 4 . . PUNCT istl-2566 483 1 tomaszewski tomaszewski ADJ istl-2566 483 2 , , PUNCT istl-2566 483 3 r. r. PROPN istl-2566 483 4 2019 2019 NUM istl-2566 483 5 . . PUNCT istl-2566 484 1 citations citation NOUN istl-2566 484 2 to to ADP istl-2566 484 3 chemical chemical NOUN istl-2566 484 4 databases database NOUN istl-2566 484 5 in in ADP istl-2566 484 6 scholarly scholarly ADJ istl-2566 484 7 articles article NOUN istl-2566 484 8 : : PUNCT istl-2566 484 9 to to PART istl-2566 484 10 cite cite VERB istl-2566 484 11 or or CCONJ istl-2566 484 12 not not PART istl-2566 484 13 to to PART istl-2566 484 14 cite cite VERB istl-2566 484 15 ? ? PUNCT istl-2566 484 16 journal journal PROPN istl-2566 484 17 of of ADP istl-2566 484 18 documentation documentation NOUN istl-2566 484 19 75(6):1317–1332 75(6):1317–1332 NUM istl-2566 484 20 . . PUNCT istl-2566 485 1 doi:10.1108 doi:10.1108 PROPN istl-2566 485 2 / / SYM istl-2566 485 3 jd-12 jd-12 NOUN istl-2566 485 4 - - PUNCT istl-2566 485 5 2018 2018 NUM istl-2566 485 6 - - SYM istl-2566 485 7 0214 0214 NUM istl-2566 485 8 . . PUNCT istl-2566 486 1 u.s u.s PROPN istl-2566 486 2 . . PROPN istl-2566 486 3 copyright copyright PROPN istl-2566 486 4 office office PROPN istl-2566 486 5 . . PUNCT istl-2566 487 1 2017 2017 NUM istl-2566 487 2 . . PUNCT istl-2566 488 1 compendium compendium NOUN istl-2566 488 2 of of ADP istl-2566 488 3 u.s u.s PROPN istl-2566 488 4 . . PROPN istl-2566 488 5 copyright copyright PROPN istl-2566 488 6 office office NOUN istl-2566 488 7 practices practice NOUN istl-2566 488 8 [ [ X istl-2566 488 9 internet internet NOUN istl-2566 488 10 ] ] PUNCT istl-2566 488 11 . . PUNCT istl-2566 489 1 3rd 3rd ADJ istl-2566 489 2 ed ed PROPN istl-2566 489 3 . . PROPN istl-2566 489 4 available available ADJ istl-2566 489 5 from from ADP istl-2566 489 6 https://www.copyright.gov/comp3/. https://www.copyright.gov/comp3/. PROPN istl-2566 489 7 valko valko PROPN istl-2566 489 8 , , PUNCT istl-2566 489 9 a.t a.t PROPN istl-2566 489 10 . . PROPN istl-2566 489 11 & & CCONJ istl-2566 489 12 johnson johnson PROPN istl-2566 489 13 , , PUNCT istl-2566 489 14 a.p a.p PROPN istl-2566 489 15 . . PROPN istl-2566 489 16 2009 2009 NUM istl-2566 489 17 . . PUNCT istl-2566 490 1 clide clide NOUN istl-2566 490 2 pro pro ADV istl-2566 490 3 : : PUNCT istl-2566 490 4 the the DET istl-2566 490 5 latest late ADJ istl-2566 490 6 generation generation NOUN istl-2566 490 7 of of ADP istl-2566 490 8 clide clide NOUN istl-2566 490 9 , , PUNCT istl-2566 490 10 a a DET istl-2566 490 11 tool tool NOUN istl-2566 490 12 for for ADP istl-2566 490 13 optical optical ADJ istl-2566 490 14 chemical chemical NOUN istl-2566 490 15 structure structure NOUN istl-2566 490 16 recognition recognition NOUN istl-2566 490 17 . . PUNCT istl-2566 491 1 journal journal PROPN istl-2566 491 2 of of ADP istl-2566 491 3 chemical chemical ADJ istl-2566 491 4 information information NOUN istl-2566 491 5 and and CCONJ istl-2566 491 6 modeling model VERB istl-2566 491 7 49(4):780–787 49(4):780–787 PROPN istl-2566 491 8 . . PUNCT istl-2566 492 1 doi:10.1021 doi:10.1021 PROPN istl-2566 492 2 / / SYM istl-2566 492 3 ci800449 ci800449 PROPN istl-2566 492 4 t. t. PROPN istl-2566 492 5 warr warr PROPN istl-2566 492 6 , , PUNCT istl-2566 492 7 w.a w.a PROPN istl-2566 492 8 . . PROPN istl-2566 492 9 2011 2011 NUM istl-2566 492 10 . . PUNCT istl-2566 493 1 representation representation NOUN istl-2566 493 2 of of ADP istl-2566 493 3 chemical chemical ADJ istl-2566 493 4 structures structure NOUN istl-2566 493 5 . . PUNCT istl-2566 494 1 wires wire NOUN istl-2566 494 2 computational computational ADJ istl-2566 494 3 molecular molecular PROPN istl-2566 494 4 science science PROPN istl-2566 494 5 1(4):557–579 1(4):557–579 PROPN istl-2566 494 6 . . PUNCT istl-2566 495 1 doi:10.1002 doi:10.1002 NOUN istl-2566 495 2 / / SYM istl-2566 495 3 wcms.36 wcms.36 NOUN istl-2566 495 4 . . PUNCT istl-2566 496 1 weininger weininger NOUN istl-2566 496 2 , , PUNCT istl-2566 496 3 d. d. PROPN istl-2566 496 4 1988 1988 NUM istl-2566 496 5 . . PUNCT istl-2566 497 1 smiles smile NOUN istl-2566 497 2 , , PUNCT istl-2566 497 3 a a DET istl-2566 497 4 chemical chemical NOUN istl-2566 497 5 language language NOUN istl-2566 497 6 and and CCONJ istl-2566 497 7 information information NOUN istl-2566 497 8 system system NOUN istl-2566 497 9 1 1 NUM istl-2566 497 10 . . PUNCT istl-2566 497 11 introduction introduction NOUN istl-2566 497 12 to to ADP istl-2566 497 13 methodology methodology NOUN istl-2566 497 14 and and CCONJ istl-2566 497 15 encoding encoding NOUN istl-2566 497 16 rules rule NOUN istl-2566 497 17 . . PUNCT istl-2566 498 1 journal journal PROPN istl-2566 498 2 of of ADP istl-2566 498 3 chemical chemical ADJ istl-2566 498 4 information information NOUN istl-2566 498 5 and and CCONJ istl-2566 498 6 computer computer NOUN istl-2566 498 7 sciences science NOUN istl-2566 498 8 28(1):31–36 28(1):31–36 NUM istl-2566 498 9 . . PUNCT istl-2566 499 1 doi:10.1021 doi:10.1021 ADJ istl-2566 499 2 / / SYM istl-2566 499 3 ci00057a005 ci00057a005 PROPN istl-2566 499 4 . . PUNCT istl-2566 500 1 wife wife NOUN istl-2566 500 2 , , PUNCT istl-2566 500 3 d. d. PROPN istl-2566 500 4 2010 2010 NUM istl-2566 500 5 . . PUNCT istl-2566 501 1 selected select VERB istl-2566 501 2 organic organic ADJ istl-2566 501 3 reactions reaction NOUN istl-2566 501 4 database database NOUN istl-2566 502 1 [ [ X istl-2566 502 2 internet internet NOUN istl-2566 502 3 ] ] PUNCT istl-2566 502 4 . . PUNCT istl-2566 503 1 available available ADJ istl-2566 503 2 from from ADP istl-2566 503 3 https://www.acdlabs.com/download/publ/2010/eum10_wife.pdf https://www.acdlabs.com/download/publ/2010/eum10_wife.pdf PROPN istl-2566 503 4 . . PUNCT istl-2566 504 1 wiley wiley PROPN istl-2566 504 2 science science NOUN istl-2566 504 3 solutions solution NOUN istl-2566 504 4 . . PUNCT istl-2566 505 1 2020 2020 NUM istl-2566 505 2 . . PUNCT istl-2566 506 1 chemwindow chemwindow PROPN istl-2566 506 2 chemical chemical NOUN istl-2566 506 3 structure structure NOUN istl-2566 506 4 drawing drawing NOUN istl-2566 506 5 software software NOUN istl-2566 507 1 [ [ X istl-2566 507 2 internet internet NOUN istl-2566 507 3 ] ] PUNCT istl-2566 507 4 . . PUNCT istl-2566 508 1 available available ADJ istl-2566 508 2 from from ADP istl-2566 508 3 https://sciencesolutions.wiley.com/chemwindow-chemical-structure-drawing-software/. https://sciencesolutions.wiley.com/chemwindow-chemical-structure-drawing-software/. PROPN istl-2566 508 4 zhang zhang PROPN istl-2566 508 5 , , PUNCT istl-2566 508 6 l. l. PROPN istl-2566 508 7 2013 2013 NUM istl-2566 508 8 . . PUNCT istl-2566 509 1 a a DET istl-2566 509 2 comparison comparison NOUN istl-2566 509 3 of of ADP istl-2566 509 4 the the DET istl-2566 509 5 citation citation NOUN istl-2566 509 6 patterns pattern NOUN istl-2566 509 7 of of ADP istl-2566 509 8 doctoral doctoral ADJ istl-2566 509 9 students student NOUN istl-2566 509 10 in in ADP istl-2566 509 11 chemistry chemistry NOUN istl-2566 509 12 versus versus ADP istl-2566 509 13 chemical chemical NOUN istl-2566 509 14 engineering engineering NOUN istl-2566 509 15 at at ADP istl-2566 509 16 mississippi mississippi PROPN istl-2566 509 17 state state PROPN istl-2566 509 18 university university PROPN istl-2566 509 19 , , PUNCT istl-2566 509 20 2002–2011 2002–2011 NUM istl-2566 509 21 . . PUNCT istl-2566 509 22 science science NOUN istl-2566 509 23 & & CCONJ istl-2566 509 24 technology technology PROPN istl-2566 509 25 libraries librarie VERB istl-2566 509 26 32(3):299–313 32(3):299–313 PROPN istl-2566 509 27 . . PUNCT istl-2566 510 1 doi:10.1080/0194262x.2013.791169 doi:10.1080/0194262x.2013.791169 PROPN istl-2566 510 2 . . PUNCT istl-2566 511 1 this this DET istl-2566 511 2 work work NOUN istl-2566 511 3 is be AUX istl-2566 511 4 licensed license VERB istl-2566 511 5 under under ADP istl-2566 511 6 a a DET istl-2566 511 7 creative creative ADJ istl-2566 511 8 commons common NOUN istl-2566 511 9 attribution attribution NOUN istl-2566 511 10 4.0 4.0 NUM istl-2566 511 11 international international ADJ istl-2566 511 12 license license NOUN istl-2566 511 13 . . PUNCT istl-2566 512 1 issues issue NOUN istl-2566 512 2 in in ADP istl-2566 512 3 science science NOUN istl-2566 512 4 and and CCONJ istl-2566 512 5 technology technology NOUN istl-2566 512 6 librarianship librarianship NOUN istl-2566 512 7 no no NOUN istl-2566 512 8 . . PROPN istl-2566 512 9 97 97 NUM istl-2566 512 10 , , PUNCT istl-2566 512 11 winter winter NOUN istl-2566 512 12 2021 2021 NUM istl-2566 512 13 . . PUNCT istl-2566 513 1 doi doi PROPN istl-2566 513 2 : : PUNCT istl-2566 513 3 10.29173 10.29173 NUM istl-2566 513 4 / / SYM istl-2566 513 5 istl2566 istl2566 PROPN