id sid tid token lemma pos 9z902z12z0s 1 1 the the DET 9z902z12z0s 1 2 ising ise VERB 9z902z12z0s 1 3 model model NOUN 9z902z12z0s 1 4 has have AUX 9z902z12z0s 1 5 been be AUX 9z902z12z0s 1 6 very very ADV 9z902z12z0s 1 7 successful successful ADJ 9z902z12z0s 1 8 in in ADP 9z902z12z0s 1 9 simulating simulate VERB 9z902z12z0s 1 10 ferromagnetic ferromagnetic ADJ 9z902z12z0s 1 11 and and CCONJ 9z902z12z0s 1 12 antiferromagnetic antiferromagnetic ADJ 9z902z12z0s 1 13 materials material NOUN 9z902z12z0s 1 14 . . PUNCT 9z902z12z0s 2 1 it it PRON 9z902z12z0s 2 2 is be AUX 9z902z12z0s 2 3 , , PUNCT 9z902z12z0s 2 4 in in ADP 9z902z12z0s 2 5 fact fact NOUN 9z902z12z0s 2 6 , , PUNCT 9z902z12z0s 2 7 the the DET 9z902z12z0s 2 8 pedagogical pedagogical ADJ 9z902z12z0s 2 9 explanation explanation NOUN 9z902z12z0s 2 10 for for ADP 9z902z12z0s 2 11 the the DET 9z902z12z0s 2 12 behavior behavior NOUN 9z902z12z0s 2 13 of of ADP 9z902z12z0s 2 14 magnetic magnetic ADJ 9z902z12z0s 2 15 materials material NOUN 9z902z12z0s 2 16 . . PUNCT 9z902z12z0s 3 1 researchers researcher NOUN 9z902z12z0s 3 2 have have AUX 9z902z12z0s 3 3 adapted adapt VERB 9z902z12z0s 3 4 the the DET 9z902z12z0s 3 5 ising ise VERB 9z902z12z0s 3 6 model model NOUN 9z902z12z0s 3 7 to to PART 9z902z12z0s 3 8 simulate simulate VERB 9z902z12z0s 3 9 materials material NOUN 9z902z12z0s 3 10 as as ADV 9z902z12z0s 3 11 disparate disparate ADV 9z902z12z0s 3 12 as as ADP 9z902z12z0s 3 13 foams foam NOUN 9z902z12z0s 3 14 , , PUNCT 9z902z12z0s 3 15 cell cell NOUN 9z902z12z0s 3 16 aggregates aggregate NOUN 9z902z12z0s 3 17 and and CCONJ 9z902z12z0s 3 18 metallic metallic ADJ 9z902z12z0s 3 19 crystals crystal NOUN 9z902z12z0s 3 20 . . PUNCT 9z902z12z0s 4 1 in in ADP 9z902z12z0s 4 2 this this DET 9z902z12z0s 4 3 research research NOUN 9z902z12z0s 4 4 , , PUNCT 9z902z12z0s 4 5 i i PRON 9z902z12z0s 4 6 used use VERB 9z902z12z0s 4 7 different different ADJ 9z902z12z0s 4 8 modifications modification NOUN 9z902z12z0s 4 9 of of ADP 9z902z12z0s 4 10 metropolis metropolis ADJ 9z902z12z0s 4 11 algorithms algorithm NOUN 9z902z12z0s 4 12 to to PART 9z902z12z0s 4 13 simulate simulate VERB 9z902z12z0s 4 14 phase phase NOUN 9z902z12z0s 4 15 separation separation NOUN 9z902z12z0s 4 16 and and CCONJ 9z902z12z0s 4 17 brownian brownian ADJ 9z902z12z0s 4 18 motion motion NOUN 9z902z12z0s 4 19 in in ADP 9z902z12z0s 4 20 the the DET 9z902z12z0s 4 21 ising ise VERB 9z902z12z0s 4 22 model model NOUN 9z902z12z0s 4 23 . . PUNCT 9z902z12z0s 5 1 one one NUM 9z902z12z0s 5 2 of of ADP 9z902z12z0s 5 3 the the DET 9z902z12z0s 5 4 algorithms algorithm NOUN 9z902z12z0s 5 5 ( ( PUNCT 9z902z12z0s 5 6 algorithm algorithm PROPN 9z902z12z0s 5 7 three three NUM 9z902z12z0s 5 8 in in ADP 9z902z12z0s 5 9 the the DET 9z902z12z0s 5 10 text text NOUN 9z902z12z0s 5 11 ) ) PUNCT 9z902z12z0s 5 12 is be AUX 9z902z12z0s 5 13 a a DET 9z902z12z0s 5 14 choice choice NOUN 9z902z12z0s 5 15 popular popular ADJ 9z902z12z0s 5 16 with with ADP 9z902z12z0s 5 17 many many ADJ 9z902z12z0s 5 18 researchers researcher NOUN 9z902z12z0s 5 19 . . PUNCT 9z902z12z0s 6 1 my my PRON 9z902z12z0s 6 2 goal goal NOUN 9z902z12z0s 6 3 is be AUX 9z902z12z0s 6 4 to to PART 9z902z12z0s 6 5 illuminate illuminate VERB 9z902z12z0s 6 6 the the DET 9z902z12z0s 6 7 differences difference NOUN 9z902z12z0s 6 8 in in ADP 9z902z12z0s 6 9 the the DET 9z902z12z0s 6 10 dynamical dynamical ADJ 9z902z12z0s 6 11 and and CCONJ 9z902z12z0s 6 12 equilibrium equilibrium NOUN 9z902z12z0s 6 13 properties property NOUN 9z902z12z0s 6 14 of of ADP 9z902z12z0s 6 15 various various ADJ 9z902z12z0s 6 16 algorithms algorithm NOUN 9z902z12z0s 6 17 and and CCONJ 9z902z12z0s 6 18 model model NOUN 9z902z12z0s 6 19 parameters parameter NOUN 9z902z12z0s 6 20 . . PUNCT 9z902z12z0s 7 1 i i PRON 9z902z12z0s 7 2 found find VERB 9z902z12z0s 7 3 that that SCONJ 9z902z12z0s 7 4 the the DET 9z902z12z0s 7 5 most most ADV 9z902z12z0s 7 6 popular popular ADJ 9z902z12z0s 7 7 choice choice NOUN 9z902z12z0s 7 8 is be AUX 9z902z12z0s 7 9 not not PART 9z902z12z0s 7 10 always always ADV 9z902z12z0s 7 11 the the DET 9z902z12z0s 7 12 right right ADJ 9z902z12z0s 7 13 choice choice NOUN 9z902z12z0s 7 14 . . PUNCT 9z902z12z0s 8 1 it it PRON 9z902z12z0s 8 2 produces produce VERB 9z902z12z0s 8 3 a a DET 9z902z12z0s 8 4 non non ADJ 9z902z12z0s 8 5 - - ADJ 9z902z12z0s 8 6 boltzmann boltzmann ADJ 9z902z12z0s 8 7 equilibrium equilibrium NOUN 9z902z12z0s 8 8 and and CCONJ 9z902z12z0s 8 9 its its PRON 9z902z12z0s 8 10 simulated simulated ADJ 9z902z12z0s 8 11 droplets droplet NOUN 9z902z12z0s 8 12 diffuse diffuse VERB 9z902z12z0s 8 13 much much ADV 9z902z12z0s 8 14 slower slow ADJ 9z902z12z0s 8 15 than than ADP 9z902z12z0s 8 16 other other ADJ 9z902z12z0s 8 17 near near ADJ 9z902z12z0s 8 18 - - PUNCT 9z902z12z0s 8 19 boltzmann boltzmann NOUN 9z902z12z0s 8 20 algorithms algorithm NOUN 9z902z12z0s 8 21 . . PUNCT 9z902z12z0s 9 1 in in ADP 9z902z12z0s 9 2 fact fact NOUN 9z902z12z0s 9 3 , , PUNCT 9z902z12z0s 9 4 the the DET 9z902z12z0s 9 5 non non ADJ 9z902z12z0s 9 6 - - ADJ 9z902z12z0s 9 7 boltzmann boltzmann PROPN 9z902z12z0s 9 8 algorithm algorithm PROPN 9z902z12z0s 9 9 does do AUX 9z902z12z0s 9 10 not not PART 9z902z12z0s 9 11 have have VERB 9z902z12z0s 9 12 a a DET 9z902z12z0s 9 13 critical critical ADJ 9z902z12z0s 9 14 point point NOUN 9z902z12z0s 9 15 , , PUNCT 9z902z12z0s 9 16 while while SCONJ 9z902z12z0s 9 17 the the DET 9z902z12z0s 9 18 others other NOUN 9z902z12z0s 9 19 do do VERB 9z902z12z0s 9 20 . . PUNCT 9z902z12z0s 10 1 in in ADP 9z902z12z0s 10 2 my my PRON 9z902z12z0s 10 3 phase phase NOUN 9z902z12z0s 10 4 separation separation NOUN 9z902z12z0s 10 5 simulations simulation NOUN 9z902z12z0s 10 6 , , PUNCT 9z902z12z0s 10 7 i i PRON 9z902z12z0s 10 8 investigated investigate VERB 9z902z12z0s 10 9 a a DET 9z902z12z0s 10 10 number number NOUN 9z902z12z0s 10 11 of of ADP 9z902z12z0s 10 12 thermodynamical thermodynamical ADJ 9z902z12z0s 10 13 properties property NOUN 9z902z12z0s 10 14 of of ADP 9z902z12z0s 10 15 the the DET 9z902z12z0s 10 16 two two NUM 9z902z12z0s 10 17 - - PUNCT 9z902z12z0s 10 18 dimensional dimensional ADJ 9z902z12z0s 10 19 ising ise VERB 9z902z12z0s 10 20 model model NOUN 9z902z12z0s 10 21 , , PUNCT 9z902z12z0s 10 22 including include VERB 9z902z12z0s 10 23 the the DET 9z902z12z0s 10 24 surface surface NOUN 9z902z12z0s 10 25 energy energy NOUN 9z902z12z0s 10 26 , , PUNCT 9z902z12z0s 10 27 surface surface NOUN 9z902z12z0s 10 28 tension tension NOUN 9z902z12z0s 10 29 , , PUNCT 9z902z12z0s 10 30 partition partition NOUN 9z902z12z0s 10 31 function function NOUN 9z902z12z0s 10 32 , , PUNCT 9z902z12z0s 10 33 free free ADJ 9z902z12z0s 10 34 energy energy NOUN 9z902z12z0s 10 35 and and CCONJ 9z902z12z0s 10 36 entropy entropy NOUN 9z902z12z0s 10 37 as as ADP 9z902z12z0s 10 38 a a DET 9z902z12z0s 10 39 function function NOUN 9z902z12z0s 10 40 of of ADP 9z902z12z0s 10 41 model model NOUN 9z902z12z0s 10 42 parameters parameter NOUN 9z902z12z0s 10 43 and and CCONJ 9z902z12z0s 10 44 algorithms algorithm NOUN 9z902z12z0s 10 45 . . PUNCT 9z902z12z0s 11 1 to to PART 9z902z12z0s 11 2 obtain obtain VERB 9z902z12z0s 11 3 a a DET 9z902z12z0s 11 4 functional functional ADJ 9z902z12z0s 11 5 form form NOUN 9z902z12z0s 11 6 for for ADP 9z902z12z0s 11 7 analyzing analyze VERB 9z902z12z0s 11 8 phase phase NOUN 9z902z12z0s 11 9 - - PUNCT 9z902z12z0s 11 10 separation separation NOUN 9z902z12z0s 11 11 , , PUNCT 9z902z12z0s 11 12 i i PRON 9z902z12z0s 11 13 developed develop VERB 9z902z12z0s 11 14 a a DET 9z902z12z0s 11 15 second second ADV 9z902z12z0s 11 16 - - PUNCT 9z902z12z0s 11 17 nearest near ADJ 9z902z12z0s 11 18 neighbor neighbor NOUN 9z902z12z0s 11 19 solid solid ADJ 9z902z12z0s 11 20 - - PUNCT 9z902z12z0s 11 21 on on ADP 9z902z12z0s 11 22 - - PUNCT 9z902z12z0s 11 23 solid solid ADJ 9z902z12z0s 11 24 ( ( PUNCT 9z902z12z0s 11 25 sos sos PROPN 9z902z12z0s 11 26 ) ) PUNCT 9z902z12z0s 11 27 model model NOUN 9z902z12z0s 11 28 . . PUNCT 9z902z12z0s 12 1 i i PRON 9z902z12z0s 12 2 found find VERB 9z902z12z0s 12 3 that that SCONJ 9z902z12z0s 12 4 the the DET 9z902z12z0s 12 5 sos sos PROPN 9z902z12z0s 12 6 model model NOUN 9z902z12z0s 12 7 agrees agree VERB 9z902z12z0s 12 8 well well ADV 9z902z12z0s 12 9 with with ADP 9z902z12z0s 12 10 the the DET 9z902z12z0s 12 11 ising ise VERB 9z902z12z0s 12 12 model model NOUN 9z902z12z0s 12 13 up up ADV 9z902z12z0s 12 14 to to ADP 9z902z12z0s 12 15 about about ADV 9z902z12z0s 12 16 one one NUM 9z902z12z0s 12 17 - - PUNCT 9z902z12z0s 12 18 half half NOUN 9z902z12z0s 12 19 the the DET 9z902z12z0s 12 20 critical critical ADJ 9z902z12z0s 12 21 temperature temperature NOUN 9z902z12z0s 12 22 . . PUNCT 9z902z12z0s 13 1 i i PRON 9z902z12z0s 13 2 also also ADV 9z902z12z0s 13 3 used use VERB 9z902z12z0s 13 4 heuristic heuristic ADJ 9z902z12z0s 13 5 arguments argument NOUN 9z902z12z0s 13 6 to to PART 9z902z12z0s 13 7 create create VERB 9z902z12z0s 13 8 a a DET 9z902z12z0s 13 9 modified modify VERB 9z902z12z0s 13 10 sos sos PROPN 9z902z12z0s 13 11 model model NOUN 9z902z12z0s 13 12 and and CCONJ 9z902z12z0s 13 13 compared compare VERB 9z902z12z0s 13 14 it it PRON 9z902z12z0s 13 15 to to PART 9z902z12z0s 13 16 simulation simulation NOUN 9z902z12z0s 13 17 results result NOUN 9z902z12z0s 13 18 for for ADP 9z902z12z0s 13 19 up up ADP 9z902z12z0s 13 20 to to ADP 9z902z12z0s 13 21 fourth fourth ADJ 9z902z12z0s 13 22 - - PUNCT 9z902z12z0s 13 23 nearest near ADJ 9z902z12z0s 13 24 - - PUNCT 9z902z12z0s 13 25 neighbor neighbor NOUN 9z902z12z0s 13 26 interactions interaction NOUN 9z902z12z0s 13 27 . . PUNCT 9z902z12z0s 14 1 i i PRON 9z902z12z0s 14 2 discovered discover VERB 9z902z12z0s 14 3 unexpected unexpected ADJ 9z902z12z0s 14 4 behavior behavior NOUN 9z902z12z0s 14 5 when when SCONJ 9z902z12z0s 14 6 i i PRON 9z902z12z0s 14 7 used use VERB 9z902z12z0s 14 8 the the DET 9z902z12z0s 14 9 model model NOUN 9z902z12z0s 14 10 to to PART 9z902z12z0s 14 11 simulate simulate VERB 9z902z12z0s 14 12 brownian brownian ADJ 9z902z12z0s 14 13 motion motion NOUN 9z902z12z0s 14 14 . . PUNCT 9z902z12z0s 15 1 for for ADP 9z902z12z0s 15 2 all all DET 9z902z12z0s 15 3 the the DET 9z902z12z0s 15 4 algorithms algorithm NOUN 9z902z12z0s 15 5 , , PUNCT 9z902z12z0s 15 6 droplets droplet VERB 9z902z12z0s 15 7 diffuse diffuse NOUN 9z902z12z0s 15 8 slower slow ADJ 9z902z12z0s 15 9 than than SCONJ 9z902z12z0s 15 10 predicted predict VERB 9z902z12z0s 15 11 at at ADP 9z902z12z0s 15 12 low low ADJ 9z902z12z0s 15 13 temperatures temperature NOUN 9z902z12z0s 15 14 , , PUNCT 9z902z12z0s 15 15 which which PRON 9z902z12z0s 15 16 i i PRON 9z902z12z0s 15 17 explain explain VERB 9z902z12z0s 15 18 by by ADP 9z902z12z0s 15 19 assuming assume VERB 9z902z12z0s 15 20 that that SCONJ 9z902z12z0s 15 21 the the DET 9z902z12z0s 15 22 underlying underlying ADJ 9z902z12z0s 15 23 lattice lattice NOUN 9z902z12z0s 15 24 is be AUX 9z902z12z0s 15 25 sticky sticky ADJ 9z902z12z0s 15 26 . . PUNCT 9z902z12z0s 16 1 one one PRON 9z902z12z0s 16 2 could could AUX 9z902z12z0s 16 3 devise devise VERB 9z902z12z0s 16 4 more more ADJ 9z902z12z0s 16 5 tests test NOUN 9z902z12z0s 16 6 to to PART 9z902z12z0s 16 7 further far ADV 9z902z12z0s 16 8 distinguish distinguish VERB 9z902z12z0s 16 9 and and CCONJ 9z902z12z0s 16 10 delineate delineate VERB 9z902z12z0s 16 11 the the DET 9z902z12z0s 16 12 limitations limitation NOUN 9z902z12z0s 16 13 of of ADP 9z902z12z0s 16 14 the the DET 9z902z12z0s 16 15 algorithms algorithm NOUN 9z902z12z0s 16 16 , , PUNCT 9z902z12z0s 16 17 like like ADP 9z902z12z0s 16 18 simulating simulate VERB 9z902z12z0s 16 19 stoke stoke NOUN 9z902z12z0s 16 20 's 's PART 9z902z12z0s 16 21 flow flow NOUN 9z902z12z0s 16 22 . . PUNCT 9z902z12z0s 17 1 when when SCONJ 9z902z12z0s 17 2 one one NUM 9z902z12z0s 17 3 modifies modify VERB 9z902z12z0s 17 4 or or CCONJ 9z902z12z0s 17 5 add add VERB 9z902z12z0s 17 6 more more ADJ 9z902z12z0s 17 7 terms term NOUN 9z902z12z0s 17 8 to to ADP 9z902z12z0s 17 9 the the DET 9z902z12z0s 17 10 ising ise VERB 9z902z12z0s 17 11 hamiltonian hamiltonian NOUN 9z902z12z0s 17 12 to to PART 9z902z12z0s 17 13 simulate simulate VERB 9z902z12z0s 17 14 different different ADJ 9z902z12z0s 17 15 phenomena phenomena NOUN 9z902z12z0s 17 16 , , PUNCT 9z902z12z0s 17 17 one one PRON 9z902z12z0s 17 18 needs need VERB 9z902z12z0s 17 19 to to PART 9z902z12z0s 17 20 modify modify VERB 9z902z12z0s 17 21 the the DET 9z902z12z0s 17 22 algorithm algorithm PROPN 9z902z12z0s 17 23 's 's PART 9z902z12z0s 17 24 acceptance acceptance NOUN 9z902z12z0s 17 25 probabilities probability NOUN 9z902z12z0s 17 26 accordingly accordingly ADV 9z902z12z0s 17 27 in in ADP 9z902z12z0s 17 28 order order NOUN 9z902z12z0s 17 29 to to PART 9z902z12z0s 17 30 preserve preserve VERB 9z902z12z0s 17 31 detailed detailed ADJ 9z902z12z0s 17 32 balance balance NOUN 9z902z12z0s 17 33 and and CCONJ 9z902z12z0s 17 34 boltzmann boltzmann PROPN 9z902z12z0s 17 35 equilibrium equilibrium NOUN 9z902z12z0s 17 36 . . PUNCT 9z902z12z0s 18 1 i i PRON 9z902z12z0s 18 2 have have AUX 9z902z12z0s 18 3 presented present VERB 9z902z12z0s 18 4 a a DET 9z902z12z0s 18 5 clear clear ADJ 9z902z12z0s 18 6 method method NOUN 9z902z12z0s 18 7 to to PART 9z902z12z0s 18 8 create create VERB 9z902z12z0s 18 9 algorithms algorithm NOUN 9z902z12z0s 18 10 that that PRON 9z902z12z0s 18 11 obey obey VERB 9z902z12z0s 18 12 detailed detailed ADJ 9z902z12z0s 18 13 balance balance NOUN 9z902z12z0s 18 14 and and CCONJ 9z902z12z0s 18 15 produce produce VERB 9z902z12z0s 18 16 near near ADP 9z902z12z0s 18 17 - - PUNCT 9z902z12z0s 18 18 boltzmann boltzmann NOUN 9z902z12z0s 18 19 equilibria equilibria NOUN 9z902z12z0s 18 20 . . PUNCT