id sid tid token lemma pos gm80ht27s6q 1 1 many many ADJ gm80ht27s6q 1 2 fundamental fundamental ADJ gm80ht27s6q 1 3 processes process NOUN gm80ht27s6q 1 4 in in ADP gm80ht27s6q 1 5 nature nature NOUN gm80ht27s6q 1 6 and and CCONJ gm80ht27s6q 1 7 technology technology NOUN gm80ht27s6q 1 8 , , PUNCT gm80ht27s6q 1 9 from from ADP gm80ht27s6q 1 10 the the DET gm80ht27s6q 1 11 electronic electronic ADJ gm80ht27s6q 1 12 energy energy NOUN gm80ht27s6q 1 13 transfer transfer NOUN gm80ht27s6q 1 14 in in ADP gm80ht27s6q 1 15 biological biological ADJ gm80ht27s6q 1 16 photosynthetic photosynthetic ADJ gm80ht27s6q 1 17 complexes complex NOUN gm80ht27s6q 1 18 to to ADP gm80ht27s6q 1 19 the the DET gm80ht27s6q 1 20 charge charge NOUN gm80ht27s6q 1 21 mobility mobility NOUN gm80ht27s6q 1 22 in in ADP gm80ht27s6q 1 23 solid solid ADJ gm80ht27s6q 1 24 - - PUNCT gm80ht27s6q 1 25 state state NOUN gm80ht27s6q 1 26 photovoltaic photovoltaic ADJ gm80ht27s6q 1 27 devices device NOUN gm80ht27s6q 1 28 , , PUNCT gm80ht27s6q 1 29 involve involve VERB gm80ht27s6q 1 30 the the DET gm80ht27s6q 1 31 dynamics dynamic NOUN gm80ht27s6q 1 32 of of ADP gm80ht27s6q 1 33 electrons electron NOUN gm80ht27s6q 1 34 in in ADP gm80ht27s6q 1 35 complex complex ADJ gm80ht27s6q 1 36 molecular molecular ADJ gm80ht27s6q 1 37 systems system NOUN gm80ht27s6q 1 38 and and CCONJ gm80ht27s6q 1 39 nanostructures nanostructure NOUN gm80ht27s6q 1 40 . . PUNCT gm80ht27s6q 2 1 therefore therefore ADV gm80ht27s6q 2 2 , , PUNCT gm80ht27s6q 2 3 understanding understand VERB gm80ht27s6q 2 4 the the DET gm80ht27s6q 2 5 dynamical dynamical ADJ gm80ht27s6q 2 6 characteristics characteristic NOUN gm80ht27s6q 2 7 of of ADP gm80ht27s6q 2 8 electronic electronic ADJ gm80ht27s6q 2 9 states state NOUN gm80ht27s6q 2 10 is be AUX gm80ht27s6q 2 11 crucial crucial ADJ gm80ht27s6q 2 12 for for ADP gm80ht27s6q 2 13 rational rational ADJ gm80ht27s6q 2 14 designs design NOUN gm80ht27s6q 2 15 of of ADP gm80ht27s6q 2 16 functional functional ADJ gm80ht27s6q 2 17 materials material NOUN gm80ht27s6q 2 18 . . PUNCT gm80ht27s6q 3 1 to to PART gm80ht27s6q 3 2 make make VERB gm80ht27s6q 3 3 progresses progress NOUN gm80ht27s6q 3 4 toward toward ADP gm80ht27s6q 3 5 this this DET gm80ht27s6q 3 6 goal goal NOUN gm80ht27s6q 3 7 , , PUNCT gm80ht27s6q 3 8 we we PRON gm80ht27s6q 3 9 have have AUX gm80ht27s6q 3 10 developed develop VERB gm80ht27s6q 3 11 time time NOUN gm80ht27s6q 3 12 - - PUNCT gm80ht27s6q 3 13 dependent dependent ADJ gm80ht27s6q 3 14 open open ADJ gm80ht27s6q 3 15 - - PUNCT gm80ht27s6q 3 16 system system NOUN gm80ht27s6q 3 17 self self NOUN gm80ht27s6q 3 18 - - PUNCT gm80ht27s6q 3 19 consistent consistent ADJ gm80ht27s6q 3 20 field field NOUN gm80ht27s6q 3 21 at at ADP gm80ht27s6q 3 22 second second ADJ gm80ht27s6q 3 23 order order NOUN gm80ht27s6q 3 24 ( ( PUNCT gm80ht27s6q 3 25 oscf2 oscf2 NOUN gm80ht27s6q 3 26 ) ) PUNCT gm80ht27s6q 3 27 , , PUNCT gm80ht27s6q 3 28 a a DET gm80ht27s6q 3 29 real real ADJ gm80ht27s6q 3 30 - - PUNCT gm80ht27s6q 3 31 time time NOUN gm80ht27s6q 3 32 time time NOUN gm80ht27s6q 3 33 - - PUNCT gm80ht27s6q 3 34 dependent dependent ADJ gm80ht27s6q 3 35 functional functional ADJ gm80ht27s6q 3 36 theory theory NOUN gm80ht27s6q 3 37 method method NOUN gm80ht27s6q 3 38 incorporated incorporate VERB gm80ht27s6q 3 39 with with ADP gm80ht27s6q 3 40 open open ADJ gm80ht27s6q 3 41 quantum quantum NOUN gm80ht27s6q 3 42 systems system NOUN gm80ht27s6q 3 43 theory theory NOUN gm80ht27s6q 3 44 . . PUNCT gm80ht27s6q 4 1 this this DET gm80ht27s6q 4 2 dissertation dissertation NOUN gm80ht27s6q 4 3 focuses focus VERB gm80ht27s6q 4 4 on on ADP gm80ht27s6q 4 5 the the DET gm80ht27s6q 4 6 derivation derivation NOUN gm80ht27s6q 4 7 and and CCONJ gm80ht27s6q 4 8 implementation implementation NOUN gm80ht27s6q 4 9 of of ADP gm80ht27s6q 4 10 oscf2 oscf2 NOUN gm80ht27s6q 4 11 , , PUNCT gm80ht27s6q 4 12 and and CCONJ gm80ht27s6q 4 13 explores explore VERB gm80ht27s6q 4 14 its its PRON gm80ht27s6q 4 15 applicability applicability NOUN gm80ht27s6q 4 16 in in ADP gm80ht27s6q 4 17 realistic realistic ADJ gm80ht27s6q 4 18 , , PUNCT gm80ht27s6q 4 19 chemically chemically ADV gm80ht27s6q 4 20 relevant relevant ADJ gm80ht27s6q 4 21 molecular molecular ADJ gm80ht27s6q 4 22 systems system NOUN gm80ht27s6q 4 23 . . PUNCT gm80ht27s6q 5 1 the the DET gm80ht27s6q 5 2 contribution contribution NOUN gm80ht27s6q 5 3 of of ADP gm80ht27s6q 5 4 the the DET gm80ht27s6q 5 5 present present ADJ gm80ht27s6q 5 6 work work NOUN gm80ht27s6q 5 7 is be AUX gm80ht27s6q 5 8 three three NUM gm80ht27s6q 5 9 - - ADJ gm80ht27s6q 5 10 fold fold ADJ gm80ht27s6q 5 11 . . PUNCT gm80ht27s6q 6 1 first first ADV gm80ht27s6q 6 2 , , PUNCT gm80ht27s6q 6 3 we we PRON gm80ht27s6q 6 4 derive derive VERB gm80ht27s6q 6 5 a a DET gm80ht27s6q 6 6 new new ADJ gm80ht27s6q 6 7 dissipative dissipative ADJ gm80ht27s6q 6 8 theory theory NOUN gm80ht27s6q 6 9 for for ADP gm80ht27s6q 6 10 electrons electron NOUN gm80ht27s6q 6 11 in in ADP gm80ht27s6q 6 12 energetic energetic ADJ gm80ht27s6q 6 13 contact contact NOUN gm80ht27s6q 6 14 with with ADP gm80ht27s6q 6 15 the the DET gm80ht27s6q 6 16 environment environment NOUN gm80ht27s6q 6 17 that that PRON gm80ht27s6q 6 18 causes cause VERB gm80ht27s6q 6 19 the the DET gm80ht27s6q 6 20 electronic electronic ADJ gm80ht27s6q 6 21 populations population NOUN gm80ht27s6q 6 22 to to PART gm80ht27s6q 6 23 naturally naturally ADV gm80ht27s6q 6 24 relax relax VERB gm80ht27s6q 6 25 to to ADP gm80ht27s6q 6 26 a a DET gm80ht27s6q 6 27 fermi fermi NOUN gm80ht27s6q 6 28 - - PUNCT gm80ht27s6q 6 29 dirac dirac NOUN gm80ht27s6q 6 30 thermal thermal ADJ gm80ht27s6q 6 31 equilibrium equilibrium NOUN gm80ht27s6q 6 32 statistics statistic NOUN gm80ht27s6q 6 33 limit limit NOUN gm80ht27s6q 6 34 . . PUNCT gm80ht27s6q 7 1 second second ADV gm80ht27s6q 7 2 , , PUNCT gm80ht27s6q 7 3 we we PRON gm80ht27s6q 7 4 present present VERB gm80ht27s6q 7 5 a a DET gm80ht27s6q 7 6 complete complete ADJ gm80ht27s6q 7 7 implementation implementation NOUN gm80ht27s6q 7 8 of of ADP gm80ht27s6q 7 9 oscf2 oscf2 NOUN gm80ht27s6q 7 10 for for ADP gm80ht27s6q 7 11 real real ADJ gm80ht27s6q 7 12 - - PUNCT gm80ht27s6q 7 13 time time NOUN gm80ht27s6q 7 14 simulations simulation NOUN gm80ht27s6q 7 15 of of ADP gm80ht27s6q 7 16 chemical chemical NOUN gm80ht27s6q 7 17 systems system NOUN gm80ht27s6q 7 18 including include VERB gm80ht27s6q 7 19 the the DET gm80ht27s6q 7 20 treatment treatment NOUN gm80ht27s6q 7 21 of of ADP gm80ht27s6q 7 22 energy energy NOUN gm80ht27s6q 7 23 dissipation dissipation NOUN gm80ht27s6q 7 24 . . PUNCT gm80ht27s6q 8 1 the the DET gm80ht27s6q 8 2 cubic cubic ADJ gm80ht27s6q 8 3 scaling scaling NOUN gm80ht27s6q 8 4 achieved achieve VERB gm80ht27s6q 8 5 through through ADP gm80ht27s6q 8 6 highly highly ADV gm80ht27s6q 8 7 efficient efficient ADJ gm80ht27s6q 8 8 algorithms algorithm NOUN gm80ht27s6q 8 9 means mean VERB gm80ht27s6q 8 10 oscf2 oscf2 ADJ gm80ht27s6q 8 11 is be AUX gm80ht27s6q 8 12 computationally computationally ADV gm80ht27s6q 8 13 inexpensive inexpensive ADJ gm80ht27s6q 8 14 compared compare VERB gm80ht27s6q 8 15 to to ADP gm80ht27s6q 8 16 existing exist VERB gm80ht27s6q 8 17 real real ADJ gm80ht27s6q 8 18 - - PUNCT gm80ht27s6q 8 19 time time NOUN gm80ht27s6q 8 20 dynamics dynamic NOUN gm80ht27s6q 8 21 codes code NOUN gm80ht27s6q 8 22 . . PUNCT gm80ht27s6q 9 1 we we PRON gm80ht27s6q 9 2 critically critically ADV gm80ht27s6q 9 3 assess assess VERB gm80ht27s6q 9 4 the the DET gm80ht27s6q 9 5 validity validity NOUN gm80ht27s6q 9 6 in in ADP gm80ht27s6q 9 7 numerous numerous ADJ gm80ht27s6q 9 8 simulation simulation NOUN gm80ht27s6q 9 9 studies study NOUN gm80ht27s6q 9 10 and and CCONJ gm80ht27s6q 9 11 demonstrate demonstrate VERB gm80ht27s6q 9 12 that that PRON gm80ht27s6q 9 13 oscf2 oscf2 ADJ gm80ht27s6q 9 14 consistently consistently ADV gm80ht27s6q 9 15 produces produce VERB gm80ht27s6q 9 16 absorption absorption NOUN gm80ht27s6q 9 17 spectra spectra ADJ gm80ht27s6q 9 18 and and CCONJ gm80ht27s6q 9 19 non non ADJ gm80ht27s6q 9 20 - - ADJ gm80ht27s6q 9 21 radiative radiative ADJ gm80ht27s6q 9 22 relaxation relaxation NOUN gm80ht27s6q 9 23 rates rate NOUN gm80ht27s6q 9 24 which which PRON gm80ht27s6q 9 25 are be AUX gm80ht27s6q 9 26 in in ADP gm80ht27s6q 9 27 good good ADJ gm80ht27s6q 9 28 agreement agreement NOUN gm80ht27s6q 9 29 with with ADP gm80ht27s6q 9 30 experimental experimental ADJ gm80ht27s6q 9 31 results result NOUN gm80ht27s6q 9 32 . . PUNCT gm80ht27s6q 10 1 finally finally ADV gm80ht27s6q 10 2 , , PUNCT gm80ht27s6q 10 3 we we PRON gm80ht27s6q 10 4 present present VERB gm80ht27s6q 10 5 the the DET gm80ht27s6q 10 6 first first ADJ gm80ht27s6q 10 7 ab ab PROPN gm80ht27s6q 10 8 initio initio NOUN gm80ht27s6q 10 9 simulations simulation NOUN gm80ht27s6q 10 10 of of ADP gm80ht27s6q 10 11 transient transient ADJ gm80ht27s6q 10 12 absorption absorption NOUN gm80ht27s6q 10 13 spectra spectra NOUN gm80ht27s6q 10 14 spectroscopy spectroscopy NOUN gm80ht27s6q 10 15 . . PUNCT gm80ht27s6q 11 1 in in ADP gm80ht27s6q 11 2 particular particular ADJ gm80ht27s6q 11 3 , , PUNCT gm80ht27s6q 11 4 the the DET gm80ht27s6q 11 5 transient transient ADJ gm80ht27s6q 11 6 spectrum spectrum NOUN gm80ht27s6q 11 7 and and CCONJ gm80ht27s6q 11 8 relaxation relaxation NOUN gm80ht27s6q 11 9 dynamics dynamic NOUN gm80ht27s6q 11 10 of of ADP gm80ht27s6q 11 11 methylammonium methylammonium PROPN gm80ht27s6q 11 12 lead lead PROPN gm80ht27s6q 11 13 triiodide triiodide PROPN gm80ht27s6q 11 14 perovskite perovskite PROPN gm80ht27s6q 11 15 is be AUX gm80ht27s6q 11 16 investigated investigate VERB gm80ht27s6q 11 17 , , PUNCT gm80ht27s6q 11 18 substantiating substantiate VERB gm80ht27s6q 11 19 the the DET gm80ht27s6q 11 20 assignment assignment NOUN gm80ht27s6q 11 21 of of ADP gm80ht27s6q 11 22 induced induce VERB gm80ht27s6q 11 23 bleach bleach NOUN gm80ht27s6q 11 24 and and CCONJ gm80ht27s6q 11 25 absorption absorption NOUN gm80ht27s6q 11 26 signals signal NOUN gm80ht27s6q 11 27 . . PUNCT