id sid tid token lemma pos gf06g160j9b 1 1 knowledge knowledge NOUN gf06g160j9b 1 2 of of ADP gf06g160j9b 1 3 conformational conformational ADJ gf06g160j9b 1 4 changes change NOUN gf06g160j9b 1 5 in in ADP gf06g160j9b 1 6 biomolecules biomolecule NOUN gf06g160j9b 1 7 are be AUX gf06g160j9b 1 8 crucial crucial ADJ gf06g160j9b 1 9 for for ADP gf06g160j9b 1 10 understanding understand VERB gf06g160j9b 1 11 diseases disease NOUN gf06g160j9b 1 12 . . PUNCT gf06g160j9b 2 1 research research NOUN gf06g160j9b 2 2 in in ADP gf06g160j9b 2 3 the the DET gf06g160j9b 2 4 area area NOUN gf06g160j9b 2 5 of of ADP gf06g160j9b 2 6 computational computational ADJ gf06g160j9b 2 7 biophysics biophysic NOUN gf06g160j9b 2 8 has have AUX gf06g160j9b 2 9 proven prove VERB gf06g160j9b 2 10 to to PART gf06g160j9b 2 11 be be AUX gf06g160j9b 2 12 essential essential ADJ gf06g160j9b 2 13 in in ADP gf06g160j9b 2 14 this this DET gf06g160j9b 2 15 regard regard NOUN gf06g160j9b 2 16 , , PUNCT gf06g160j9b 2 17 accelerating accelerate VERB gf06g160j9b 2 18 the the DET gf06g160j9b 2 19 development development NOUN gf06g160j9b 2 20 of of ADP gf06g160j9b 2 21 methods method NOUN gf06g160j9b 2 22 for for ADP gf06g160j9b 2 23 understanding understand VERB gf06g160j9b 2 24 biomolecular biomolecular ADJ gf06g160j9b 2 25 motion motion NOUN gf06g160j9b 2 26 and and CCONJ gf06g160j9b 2 27 its its PRON gf06g160j9b 2 28 biological biological ADJ gf06g160j9b 2 29 functions function NOUN gf06g160j9b 2 30 . . PUNCT gf06g160j9b 3 1 given give VERB gf06g160j9b 3 2 the the DET gf06g160j9b 3 3 endpoints endpoint NOUN gf06g160j9b 3 4 of of ADP gf06g160j9b 3 5 transition transition NOUN gf06g160j9b 3 6 , , PUNCT gf06g160j9b 3 7 path path NOUN gf06g160j9b 3 8 sampling sample VERB gf06g160j9b 3 9 algorithms algorithm NOUN gf06g160j9b 3 10 find find VERB gf06g160j9b 3 11 a a DET gf06g160j9b 3 12 set set NOUN gf06g160j9b 3 13 of of ADP gf06g160j9b 3 14 reaction reaction NOUN gf06g160j9b 3 15 path(s path(s PROPN gf06g160j9b 3 16 ) ) PUNCT gf06g160j9b 3 17 of of ADP gf06g160j9b 3 18 interest interest NOUN gf06g160j9b 3 19 . . PUNCT gf06g160j9b 4 1 on on ADP gf06g160j9b 4 2 - - PUNCT gf06g160j9b 4 3 the the DET gf06g160j9b 4 4 - - PUNCT gf06g160j9b 4 5 fly fly NOUN gf06g160j9b 4 6 string string NOUN gf06g160j9b 4 7 method method NOUN gf06g160j9b 4 8 is be AUX gf06g160j9b 4 9 a a DET gf06g160j9b 4 10 popular popular ADJ gf06g160j9b 4 11 path path NOUN gf06g160j9b 4 12 sampling sample VERB gf06g160j9b 4 13 algorithm algorithm NOUN gf06g160j9b 4 14 for for ADP gf06g160j9b 4 15 finding find VERB gf06g160j9b 4 16 the the DET gf06g160j9b 4 17 most most ADV gf06g160j9b 4 18 probable probable ADJ gf06g160j9b 4 19 reaction reaction NOUN gf06g160j9b 4 20 path path NOUN gf06g160j9b 4 21 . . PUNCT gf06g160j9b 5 1 finding find VERB gf06g160j9b 5 2 reaction reaction NOUN gf06g160j9b 5 3 paths path NOUN gf06g160j9b 5 4 often often ADV gf06g160j9b 5 5 require require VERB gf06g160j9b 5 6 knowledge knowledge NOUN gf06g160j9b 5 7 of of ADP gf06g160j9b 5 8 a a DET gf06g160j9b 5 9 set set NOUN gf06g160j9b 5 10 of of ADP gf06g160j9b 5 11 reaction reaction NOUN gf06g160j9b 5 12 coordinates coordinate NOUN gf06g160j9b 5 13 , , PUNCT gf06g160j9b 5 14 or or CCONJ gf06g160j9b 5 15 collective collective ADJ gf06g160j9b 5 16 variables variable NOUN gf06g160j9b 5 17 , , PUNCT gf06g160j9b 5 18 along along ADP gf06g160j9b 5 19 which which PRON gf06g160j9b 5 20 the the DET gf06g160j9b 5 21 transition transition NOUN gf06g160j9b 5 22 takes take VERB gf06g160j9b 5 23 place place NOUN gf06g160j9b 5 24 , , PUNCT gf06g160j9b 5 25 which which PRON gf06g160j9b 5 26 is be AUX gf06g160j9b 5 27 non non ADJ gf06g160j9b 5 28 - - ADJ gf06g160j9b 5 29 trivial trivial ADJ gf06g160j9b 5 30 . . PUNCT gf06g160j9b 6 1 in in ADP gf06g160j9b 6 2 this this DET gf06g160j9b 6 3 work work NOUN gf06g160j9b 6 4 , , PUNCT gf06g160j9b 6 5 i i PRON gf06g160j9b 6 6 propose propose VERB gf06g160j9b 6 7 the the DET gf06g160j9b 6 8 use use NOUN gf06g160j9b 6 9 of of ADP gf06g160j9b 6 10 low low ADJ gf06g160j9b 6 11 frequency frequency ADJ gf06g160j9b 6 12 normal normal ADJ gf06g160j9b 6 13 modes mode NOUN gf06g160j9b 6 14 as as ADP gf06g160j9b 6 15 reaction reaction NOUN gf06g160j9b 6 16 coordinates coordinate NOUN gf06g160j9b 6 17 . . PUNCT gf06g160j9b 7 1 this this DET gf06g160j9b 7 2 choice choice NOUN gf06g160j9b 7 3 is be AUX gf06g160j9b 7 4 based base VERB gf06g160j9b 7 5 on on ADP gf06g160j9b 7 6 the the DET gf06g160j9b 7 7 observation observation NOUN gf06g160j9b 7 8 that that SCONJ gf06g160j9b 7 9 normal normal ADJ gf06g160j9b 7 10 mode mode NOUN gf06g160j9b 7 11 analysis analysis NOUN gf06g160j9b 7 12 can can AUX gf06g160j9b 7 13 provide provide VERB gf06g160j9b 7 14 the the DET gf06g160j9b 7 15 direction direction NOUN gf06g160j9b 7 16 of of ADP gf06g160j9b 7 17 the the DET gf06g160j9b 7 18 low low ADJ gf06g160j9b 7 19 frequency frequency NOUN gf06g160j9b 7 20 motion motion NOUN gf06g160j9b 7 21 of of ADP gf06g160j9b 7 22 interest interest NOUN gf06g160j9b 7 23 . . PUNCT gf06g160j9b 8 1 as as ADP gf06g160j9b 8 2 a a DET gf06g160j9b 8 3 proof proof NOUN gf06g160j9b 8 4 of of ADP gf06g160j9b 8 5 concept concept NOUN gf06g160j9b 8 6 , , PUNCT gf06g160j9b 8 7 i i PRON gf06g160j9b 8 8 applied apply VERB gf06g160j9b 8 9 this this DET gf06g160j9b 8 10 method method NOUN gf06g160j9b 8 11 to to PART gf06g160j9b 8 12 study study VERB gf06g160j9b 8 13 isomerization isomerization NOUN gf06g160j9b 8 14 transitions transition NOUN gf06g160j9b 8 15 of of ADP gf06g160j9b 8 16 alanine alanine NOUN gf06g160j9b 8 17 dipeptide dipeptide NOUN gf06g160j9b 8 18 . . PUNCT gf06g160j9b 9 1 the the DET gf06g160j9b 9 2 algorithms algorithm NOUN gf06g160j9b 9 3 i i PRON gf06g160j9b 9 4 developed develop VERB gf06g160j9b 9 5 are be AUX gf06g160j9b 9 6 general general ADJ gf06g160j9b 9 7 and and CCONJ gf06g160j9b 9 8 can can AUX gf06g160j9b 9 9 be be AUX gf06g160j9b 9 10 readily readily ADV gf06g160j9b 9 11 applied apply VERB gf06g160j9b 9 12 to to ADP gf06g160j9b 9 13 larger large ADJ gf06g160j9b 9 14 systems system NOUN gf06g160j9b 9 15 . . PUNCT gf06g160j9b 10 1 i i PRON gf06g160j9b 10 2 also also ADV gf06g160j9b 10 3 show show VERB gf06g160j9b 10 4 that that SCONJ gf06g160j9b 10 5 the the DET gf06g160j9b 10 6 choice choice NOUN gf06g160j9b 10 7 of of ADP gf06g160j9b 10 8 the the DET gf06g160j9b 10 9 normal normal ADJ gf06g160j9b 10 10 modes mode NOUN gf06g160j9b 10 11 confers confer VERB gf06g160j9b 10 12 simplifications simplification NOUN gf06g160j9b 10 13 in in ADP gf06g160j9b 10 14 the the DET gf06g160j9b 10 15 string string NOUN gf06g160j9b 10 16 method method NOUN gf06g160j9b 10 17 itself itself PRON gf06g160j9b 10 18 . . PUNCT gf06g160j9b 11 1 biomolecular biomolecular ADJ gf06g160j9b 11 2 conformational conformational ADJ gf06g160j9b 11 3 changes change NOUN gf06g160j9b 11 4 of of ADP gf06g160j9b 11 5 biological biological ADJ gf06g160j9b 11 6 relevance relevance NOUN gf06g160j9b 11 7 take take VERB gf06g160j9b 11 8 place place NOUN gf06g160j9b 11 9 in in ADP gf06g160j9b 11 10 the the DET gf06g160j9b 11 11 timescale timescale NOUN gf06g160j9b 11 12 of of ADP gf06g160j9b 11 13 milliseconds millisecond NOUN gf06g160j9b 11 14 to to ADP gf06g160j9b 11 15 seconds second NOUN gf06g160j9b 11 16 . . PUNCT gf06g160j9b 12 1 conventional conventional ADJ gf06g160j9b 12 2 molecular molecular ADJ gf06g160j9b 12 3 dynamics dynamic NOUN gf06g160j9b 12 4 ( ( PUNCT gf06g160j9b 12 5 md md PROPN gf06g160j9b 12 6 ) ) PUNCT gf06g160j9b 12 7 simulations simulation NOUN gf06g160j9b 12 8 can can AUX gf06g160j9b 12 9 only only ADV gf06g160j9b 12 10 capture capture VERB gf06g160j9b 12 11 timescale timescale NOUN gf06g160j9b 12 12 of of ADP gf06g160j9b 12 13 microseconds microsecond NOUN gf06g160j9b 12 14 . . PUNCT gf06g160j9b 13 1 over over ADP gf06g160j9b 13 2 the the DET gf06g160j9b 13 3 last last ADJ gf06g160j9b 13 4 decade decade NOUN gf06g160j9b 13 5 , , PUNCT gf06g160j9b 13 6 various various ADJ gf06g160j9b 13 7 attempts attempt NOUN gf06g160j9b 13 8 has have AUX gf06g160j9b 13 9 been be AUX gf06g160j9b 13 10 made make VERB gf06g160j9b 13 11 to to PART gf06g160j9b 13 12 overcome overcome VERB gf06g160j9b 13 13 the the DET gf06g160j9b 13 14 limitations limitation NOUN gf06g160j9b 13 15 of of ADP gf06g160j9b 13 16 md md PROPN gf06g160j9b 13 17 with with ADP gf06g160j9b 13 18 smart smart ADJ gf06g160j9b 13 19 sampling sampling NOUN gf06g160j9b 13 20 algorithms algorithm NOUN gf06g160j9b 13 21 . . PUNCT gf06g160j9b 14 1 some some PRON gf06g160j9b 14 2 or or CCONJ gf06g160j9b 14 3 all all PRON gf06g160j9b 14 4 of of ADP gf06g160j9b 14 5 these these DET gf06g160j9b 14 6 algorithms algorithm NOUN gf06g160j9b 14 7 also also ADV gf06g160j9b 14 8 try try VERB gf06g160j9b 14 9 to to PART gf06g160j9b 14 10 exploit exploit VERB gf06g160j9b 14 11 large large ADJ gf06g160j9b 14 12 - - PUNCT gf06g160j9b 14 13 scale scale NOUN gf06g160j9b 14 14 distributed distribute VERB gf06g160j9b 14 15 computing compute VERB gf06g160j9b 14 16 environments environment NOUN gf06g160j9b 14 17 . . PUNCT gf06g160j9b 15 1 often often ADV gf06g160j9b 15 2 , , PUNCT gf06g160j9b 15 3 it it PRON gf06g160j9b 15 4 is be AUX gf06g160j9b 15 5 not not PART gf06g160j9b 15 6 essential essential ADJ gf06g160j9b 15 7 to to PART gf06g160j9b 15 8 understand understand VERB gf06g160j9b 15 9 structural structural ADJ gf06g160j9b 15 10 changes change NOUN gf06g160j9b 15 11 in in ADP gf06g160j9b 15 12 atomistic atomistic ADJ gf06g160j9b 15 13 detail detail NOUN gf06g160j9b 15 14 . . PUNCT gf06g160j9b 16 1 attempts attempt NOUN gf06g160j9b 16 2 has have AUX gf06g160j9b 16 3 been be AUX gf06g160j9b 16 4 made make VERB gf06g160j9b 16 5 to to PART gf06g160j9b 16 6 capture capture VERB gf06g160j9b 16 7 transitions transition NOUN gf06g160j9b 16 8 of of ADP gf06g160j9b 16 9 interest interest NOUN gf06g160j9b 16 10 without without ADP gf06g160j9b 16 11 getting getting AUX gf06g160j9b 16 12 stuck stick VERB gf06g160j9b 16 13 with with ADP gf06g160j9b 16 14 the the DET gf06g160j9b 16 15 computational computational ADJ gf06g160j9b 16 16 complexity complexity NOUN gf06g160j9b 16 17 associated associate VERB gf06g160j9b 16 18 with with ADP gf06g160j9b 16 19 fine fine ADV gf06g160j9b 16 20 - - PUNCT gf06g160j9b 16 21 grained grain VERB gf06g160j9b 16 22 simulations simulation NOUN gf06g160j9b 16 23 . . PUNCT gf06g160j9b 17 1 the the DET gf06g160j9b 17 2 main main ADJ gf06g160j9b 17 3 theme theme NOUN gf06g160j9b 17 4 of of ADP gf06g160j9b 17 5 the the DET gf06g160j9b 17 6 coarse coarse ADV gf06g160j9b 17 7 - - PUNCT gf06g160j9b 17 8 grained grain VERB gf06g160j9b 17 9 algorithms algorithm NOUN gf06g160j9b 17 10 lie lie VERB gf06g160j9b 17 11 in in ADP gf06g160j9b 17 12 the the DET gf06g160j9b 17 13 attempt attempt NOUN gf06g160j9b 17 14 to to PART gf06g160j9b 17 15 capture capture VERB gf06g160j9b 17 16 relevant relevant ADJ gf06g160j9b 17 17 degrees degree NOUN gf06g160j9b 17 18 of of ADP gf06g160j9b 17 19 freedom freedom NOUN gf06g160j9b 17 20 along along ADP gf06g160j9b 17 21 which which PRON gf06g160j9b 17 22 important important ADJ gf06g160j9b 17 23 conformational conformational ADJ gf06g160j9b 17 24 changes change NOUN gf06g160j9b 17 25 take take VERB gf06g160j9b 17 26 place place NOUN gf06g160j9b 17 27 . . PUNCT gf06g160j9b 18 1 normal normal ADJ gf06g160j9b 18 2 mode mode NOUN gf06g160j9b 18 3 langevin langevin NOUN gf06g160j9b 18 4 ( ( PUNCT gf06g160j9b 18 5 nml nml PROPN gf06g160j9b 18 6 ) ) PUNCT gf06g160j9b 18 7 is be AUX gf06g160j9b 18 8 a a DET gf06g160j9b 18 9 recently recently ADV gf06g160j9b 18 10 developed develop VERB gf06g160j9b 18 11 coarse coarse ADJ gf06g160j9b 18 12 - - PUNCT gf06g160j9b 18 13 grained grain VERB gf06g160j9b 18 14 integrator integrator NOUN gf06g160j9b 18 15 which which PRON gf06g160j9b 18 16 is be AUX gf06g160j9b 18 17 based base VERB gf06g160j9b 18 18 on on ADP gf06g160j9b 18 19 this this DET gf06g160j9b 18 20 idea idea NOUN gf06g160j9b 18 21 . . PUNCT gf06g160j9b 19 1 replica replica PROPN gf06g160j9b 19 2 exchange exchange PROPN gf06g160j9b 19 3 method method PROPN gf06g160j9b 19 4 ( ( PUNCT gf06g160j9b 19 5 rem rem X gf06g160j9b 19 6 ) ) PUNCT gf06g160j9b 19 7 is be AUX gf06g160j9b 19 8 an an DET gf06g160j9b 19 9 efficient efficient ADJ gf06g160j9b 19 10 algorithm algorithm NOUN gf06g160j9b 19 11 which which PRON gf06g160j9b 19 12 utilizes utilize VERB gf06g160j9b 19 13 multiple multiple ADJ gf06g160j9b 19 14 simulations simulation NOUN gf06g160j9b 19 15 ( ( PUNCT gf06g160j9b 19 16 replica replica NOUN gf06g160j9b 19 17 ) ) PUNCT gf06g160j9b 19 18 in in ADP gf06g160j9b 19 19 parallel parallel NOUN gf06g160j9b 19 20 to to PART gf06g160j9b 19 21 accelerate accelerate VERB gf06g160j9b 19 22 sampling sampling NOUN gf06g160j9b 19 23 . . PUNCT gf06g160j9b 20 1 in in ADP gf06g160j9b 20 2 this this DET gf06g160j9b 20 3 dissertation dissertation NOUN gf06g160j9b 20 4 , , PUNCT gf06g160j9b 20 5 i i PRON gf06g160j9b 20 6 will will AUX gf06g160j9b 20 7 present present VERB gf06g160j9b 20 8 results result NOUN gf06g160j9b 20 9 showing show VERB gf06g160j9b 20 10 evidence evidence NOUN gf06g160j9b 20 11 that that SCONJ gf06g160j9b 20 12 incorporating incorporate VERB gf06g160j9b 20 13 nml nml NOUN gf06g160j9b 20 14 with with ADP gf06g160j9b 20 15 rem rem PROPN gf06g160j9b 20 16 can can AUX gf06g160j9b 20 17 improve improve VERB gf06g160j9b 20 18 its its PRON gf06g160j9b 20 19 scalability scalability NOUN gf06g160j9b 20 20 for for ADP gf06g160j9b 20 21 large large ADJ gf06g160j9b 20 22 biomolecular biomolecular ADJ gf06g160j9b 20 23 systems system NOUN gf06g160j9b 20 24 . . PUNCT