id sid tid token lemma pos k930bv76q4n 1 1 in in ADP k930bv76q4n 1 2 the the DET k930bv76q4n 1 3 pharmaceutical pharmaceutical ADJ k930bv76q4n 1 4 industry industry NOUN k930bv76q4n 1 5 , , PUNCT k930bv76q4n 1 6 the the DET k930bv76q4n 1 7 absolute absolute ADJ k930bv76q4n 1 8 configurations configuration NOUN k930bv76q4n 1 9 of of ADP k930bv76q4n 1 10 chiral chiral ADJ k930bv76q4n 1 11 compounds compound NOUN k930bv76q4n 1 12 need need VERB k930bv76q4n 1 13 to to PART k930bv76q4n 1 14 be be AUX k930bv76q4n 1 15 produced produce VERB k930bv76q4n 1 16 with with ADP k930bv76q4n 1 17 high high ADJ k930bv76q4n 1 18 purity purity NOUN k930bv76q4n 1 19 . . PUNCT k930bv76q4n 2 1 asymmetric asymmetric ADJ k930bv76q4n 2 2 catalysis catalysis NOUN k930bv76q4n 2 3 has have AUX k930bv76q4n 2 4 been be AUX k930bv76q4n 2 5 used use VERB k930bv76q4n 2 6 to to PART k930bv76q4n 2 7 generate generate VERB k930bv76q4n 2 8 products product NOUN k930bv76q4n 2 9 with with ADP k930bv76q4n 2 10 high high ADJ k930bv76q4n 2 11 yields yield NOUN k930bv76q4n 2 12 and and CCONJ k930bv76q4n 2 13 high high ADJ k930bv76q4n 2 14 selectivities selectivity NOUN k930bv76q4n 2 15 . . PUNCT k930bv76q4n 3 1 to to PART k930bv76q4n 3 2 find find VERB k930bv76q4n 3 3 the the DET k930bv76q4n 3 4 catalyst catalyst NOUN k930bv76q4n 3 5 that that PRON k930bv76q4n 3 6 gives give VERB k930bv76q4n 3 7 the the DET k930bv76q4n 3 8 best good ADJ k930bv76q4n 3 9 selectivity selectivity NOUN k930bv76q4n 3 10 and and CCONJ k930bv76q4n 3 11 yield yield NOUN k930bv76q4n 3 12 , , PUNCT k930bv76q4n 3 13 a a DET k930bv76q4n 3 14 wide wide ADJ k930bv76q4n 3 15 range range NOUN k930bv76q4n 3 16 of of ADP k930bv76q4n 3 17 ligands ligand NOUN k930bv76q4n 3 18 needs need VERB k930bv76q4n 3 19 to to PART k930bv76q4n 3 20 be be AUX k930bv76q4n 3 21 tested test VERB k930bv76q4n 3 22 . . PUNCT k930bv76q4n 4 1 there there PRON k930bv76q4n 4 2 has have AUX k930bv76q4n 4 3 been be AUX k930bv76q4n 4 4 immense immense ADJ k930bv76q4n 4 5 interest interest NOUN k930bv76q4n 4 6 in in ADP k930bv76q4n 4 7 predictive predictive ADJ k930bv76q4n 4 8 methods method NOUN k930bv76q4n 4 9 that that PRON k930bv76q4n 4 10 could could AUX k930bv76q4n 4 11 search search VERB k930bv76q4n 4 12 through through ADP k930bv76q4n 4 13 ligand ligand NOUN k930bv76q4n 4 14 libraries library NOUN k930bv76q4n 4 15 and and CCONJ k930bv76q4n 4 16 find find VERB k930bv76q4n 4 17 which which DET k930bv76q4n 4 18 ligands ligand NOUN k930bv76q4n 4 19 could could AUX k930bv76q4n 4 20 give give VERB k930bv76q4n 4 21 the the DET k930bv76q4n 4 22 best good ADJ k930bv76q4n 4 23 selectivity selectivity ADJ k930bv76q4n 4 24 rather rather ADV k930bv76q4n 4 25 than than ADP k930bv76q4n 4 26 experimentally experimentally ADV k930bv76q4n 4 27 testing test VERB k930bv76q4n 4 28 hundreds hundred NOUN k930bv76q4n 4 29 of of ADP k930bv76q4n 4 30 ligands ligand NOUN k930bv76q4n 4 31 so so ADV k930bv76q4n 4 32 just just ADV k930bv76q4n 4 33 testing test VERB k930bv76q4n 4 34 the the DET k930bv76q4n 4 35 5 5 NUM k930bv76q4n 4 36 - - SYM k930bv76q4n 4 37 10 10 NUM k930bv76q4n 4 38 ligands ligand NOUN k930bv76q4n 4 39 give give VERB k930bv76q4n 4 40 the the DET k930bv76q4n 4 41 best good ADJ k930bv76q4n 4 42 results result NOUN k930bv76q4n 4 43 . . PUNCT k930bv76q4n 5 1 the the DET k930bv76q4n 5 2 quantum quantum NOUN k930bv76q4n 5 3 - - PUNCT k930bv76q4n 5 4 guided guide VERB k930bv76q4n 5 5 molecular molecular ADJ k930bv76q4n 5 6 mechanics mechanic NOUN k930bv76q4n 5 7 ( ( PUNCT k930bv76q4n 5 8 q2 q2 PROPN k930bv76q4n 5 9 mm mm PROPN k930bv76q4n 5 10 ) ) PUNCT k930bv76q4n 5 11 method method NOUN k930bv76q4n 5 12 has have AUX k930bv76q4n 5 13 been be AUX k930bv76q4n 5 14 developed develop VERB k930bv76q4n 5 15 to to PART k930bv76q4n 5 16 tackle tackle VERB k930bv76q4n 5 17 this this DET k930bv76q4n 5 18 problem problem NOUN k930bv76q4n 5 19 by by ADP k930bv76q4n 5 20 developing develop VERB k930bv76q4n 5 21 transition transition NOUN k930bv76q4n 5 22 state state NOUN k930bv76q4n 5 23 force force NOUN k930bv76q4n 5 24 fields field NOUN k930bv76q4n 5 25 ( ( PUNCT k930bv76q4n 5 26 tsffs tsffs PROPN k930bv76q4n 5 27 ) ) PUNCT k930bv76q4n 5 28 as as ADP k930bv76q4n 5 29 a a DET k930bv76q4n 5 30 method method NOUN k930bv76q4n 5 31 to to ADP k930bv76q4n 5 32 predicting predict VERB k930bv76q4n 5 33 stereoselectivity stereoselectivity NOUN k930bv76q4n 5 34 . . PUNCT k930bv76q4n 6 1 this this DET k930bv76q4n 6 2 thesis thesis NOUN k930bv76q4n 6 3 describes describe VERB k930bv76q4n 6 4 the the DET k930bv76q4n 6 5 process process NOUN k930bv76q4n 6 6 of of ADP k930bv76q4n 6 7 developing develop VERB k930bv76q4n 6 8 tsff tsff NOUN k930bv76q4n 6 9 and and CCONJ k930bv76q4n 6 10 a a DET k930bv76q4n 6 11 virtual virtual ADJ k930bv76q4n 6 12 screening screening NOUN k930bv76q4n 6 13 procedure procedure NOUN k930bv76q4n 6 14 that that PRON k930bv76q4n 6 15 automates automate VERB k930bv76q4n 6 16 the the DET k930bv76q4n 6 17 process process NOUN k930bv76q4n 6 18 of of ADP k930bv76q4n 6 19 calculating calculate VERB k930bv76q4n 6 20 selectivity selectivity NOUN k930bv76q4n 6 21 . . PUNCT k930bv76q4n 7 1 there there PRON k930bv76q4n 7 2 are be VERB k930bv76q4n 7 3 two two NUM k930bv76q4n 7 4 tsff tsff NOUN k930bv76q4n 7 5 developed develop VERB k930bv76q4n 7 6 , , PUNCT k930bv76q4n 7 7 for for ADP k930bv76q4n 7 8 the the DET k930bv76q4n 7 9 pd pd PROPN k930bv76q4n 7 10 - - PUNCT k930bv76q4n 7 11 catalyzed catalyze VERB k930bv76q4n 7 12 allylic allylic ADJ k930bv76q4n 7 13 amination amination NOUN k930bv76q4n 7 14 and and CCONJ k930bv76q4n 7 15 pd pd PROPN k930bv76q4n 7 16 - - PUNCT k930bv76q4n 7 17 catalyzed catalyze VERB k930bv76q4n 7 18 1,4 1,4 PROPN k930bv76q4n 7 19 - - PUNCT k930bv76q4n 7 20 additon additon PROPN k930bv76q4n 7 21 or or CCONJ k930bv76q4n 7 22 arylboronic arylboronic ADJ k930bv76q4n 7 23 acids acid NOUN k930bv76q4n 7 24 to to ADP k930bv76q4n 7 25 enones enones PROPN k930bv76q4n 7 26 , , PUNCT k930bv76q4n 7 27 that that PRON k930bv76q4n 7 28 have have AUX k930bv76q4n 7 29 shown show VERB k930bv76q4n 7 30 the the DET k930bv76q4n 7 31 predictive predictive ADJ k930bv76q4n 7 32 ability ability NOUN k930bv76q4n 7 33 that that PRON k930bv76q4n 7 34 can can AUX k930bv76q4n 7 35 be be AUX k930bv76q4n 7 36 useful useful ADJ k930bv76q4n 7 37 for for ADP k930bv76q4n 7 38 experimentalists experimentalist NOUN k930bv76q4n 7 39 . . PUNCT k930bv76q4n 8 1 there there PRON k930bv76q4n 8 2 are be VERB k930bv76q4n 8 3 two two NUM k930bv76q4n 8 4 additional additional ADJ k930bv76q4n 8 5 tsff tsff NOUN k930bv76q4n 8 6 that that PRON k930bv76q4n 8 7 are be AUX k930bv76q4n 8 8 still still ADV k930bv76q4n 8 9 being be AUX k930bv76q4n 8 10 developed develop VERB k930bv76q4n 8 11 for for ADP k930bv76q4n 8 12 the the DET k930bv76q4n 8 13 rh rh PROPN k930bv76q4n 8 14 - - PUNCT k930bv76q4n 8 15 catalyzed catalyze VERB k930bv76q4n 8 16 1,4 1,4 NOUN k930bv76q4n 8 17 - - PUNCT k930bv76q4n 8 18 addition addition NOUN k930bv76q4n 8 19 of of ADP k930bv76q4n 8 20 boronic boronic ADJ k930bv76q4n 8 21 acids acid NOUN k930bv76q4n 8 22 to to ADP k930bv76q4n 8 23 enones enones PROPN k930bv76q4n 8 24 and and CCONJ k930bv76q4n 8 25 ir ir ADJ k930bv76q4n 8 26 - - PUNCT k930bv76q4n 8 27 catalyzed catalyzed ADJ k930bv76q4n 8 28 imine imine NOUN k930bv76q4n 8 29 hydrogenation hydrogenation NOUN k930bv76q4n 8 30 that that PRON k930bv76q4n 8 31 are be AUX k930bv76q4n 8 32 also also ADV k930bv76q4n 8 33 presented present VERB k930bv76q4n 8 34 here here ADV k930bv76q4n 8 35 . . PUNCT k930bv76q4n 9 1 lastly lastly ADV k930bv76q4n 9 2 , , PUNCT k930bv76q4n 9 3 force force VERB k930bv76q4n 9 4 field field NOUN k930bv76q4n 9 5 parameters parameter NOUN k930bv76q4n 9 6 for for ADP k930bv76q4n 9 7 a a DET k930bv76q4n 9 8 ferrocene ferrocene NOUN k930bv76q4n 9 9 scaffold scaffold NOUN k930bv76q4n 9 10 are be AUX k930bv76q4n 9 11 verified verify VERB k930bv76q4n 9 12 and and CCONJ k930bv76q4n 9 13 have have AUX k930bv76q4n 9 14 shown show VERB k930bv76q4n 9 15 how how SCONJ k930bv76q4n 9 16 developed develop VERB k930bv76q4n 9 17 force force NOUN k930bv76q4n 9 18 field field NOUN k930bv76q4n 9 19 parameters parameter NOUN k930bv76q4n 9 20 can can AUX k930bv76q4n 9 21 be be AUX k930bv76q4n 9 22 combined combine VERB k930bv76q4n 9 23 and and CCONJ k930bv76q4n 9 24 used use VERB k930bv76q4n 9 25 to to PART k930bv76q4n 9 26 make make VERB k930bv76q4n 9 27 selectivity selectivity ADJ k930bv76q4n 9 28 predictions prediction NOUN k930bv76q4n 9 29 . . PUNCT