id sid tid token lemma pos rb68x923z8f 1 1 heterogeneous heterogeneous ADJ rb68x923z8f 1 2 materials material NOUN rb68x923z8f 1 3 are be AUX rb68x923z8f 1 4 indispensable indispensable ADJ rb68x923z8f 1 5 to to ADP rb68x923z8f 1 6 a a DET rb68x923z8f 1 7 variety variety NOUN rb68x923z8f 1 8 of of ADP rb68x923z8f 1 9 scientific scientific ADJ rb68x923z8f 1 10 and and CCONJ rb68x923z8f 1 11 engineering engineering NOUN rb68x923z8f 1 12 applications application NOUN rb68x923z8f 1 13 . . PUNCT rb68x923z8f 2 1 however however ADV rb68x923z8f 2 2 , , PUNCT rb68x923z8f 2 3 the the DET rb68x923z8f 2 4 design design NOUN rb68x923z8f 2 5 of of ADP rb68x923z8f 2 6 these these DET rb68x923z8f 2 7 complex complex ADJ rb68x923z8f 2 8 material material NOUN rb68x923z8f 2 9 systems system NOUN rb68x923z8f 2 10 has have AUX rb68x923z8f 2 11 often often ADV rb68x923z8f 2 12 been be AUX rb68x923z8f 2 13 outpaced outpace VERB rb68x923z8f 2 14 by by ADP rb68x923z8f 2 15 the the DET rb68x923z8f 2 16 product product NOUN rb68x923z8f 2 17 to to ADP rb68x923z8f 2 18 market market NOUN rb68x923z8f 2 19 cycle cycle NOUN rb68x923z8f 2 20 . . PUNCT rb68x923z8f 3 1 in in ADP rb68x923z8f 3 2 other other ADJ rb68x923z8f 3 3 words word NOUN rb68x923z8f 3 4 , , PUNCT rb68x923z8f 3 5 these these DET rb68x923z8f 3 6 materials material NOUN rb68x923z8f 3 7 are be AUX rb68x923z8f 3 8 not not PART rb68x923z8f 3 9 being be AUX rb68x923z8f 3 10 understood understand VERB rb68x923z8f 3 11 quickly quickly ADV rb68x923z8f 3 12 enough enough ADV rb68x923z8f 3 13 to to PART rb68x923z8f 3 14 exploit exploit VERB rb68x923z8f 3 15 their their PRON rb68x923z8f 3 16 full full ADJ rb68x923z8f 3 17 potential potential NOUN rb68x923z8f 3 18 . . PUNCT rb68x923z8f 4 1 this this PRON rb68x923z8f 4 2 is be AUX rb68x923z8f 4 3 often often ADV rb68x923z8f 4 4 due due ADJ rb68x923z8f 4 5 to to ADP rb68x923z8f 4 6 the the DET rb68x923z8f 4 7 lack lack NOUN rb68x923z8f 4 8 of of ADP rb68x923z8f 4 9 integration integration NOUN rb68x923z8f 4 10 between between ADP rb68x923z8f 4 11 necessary necessary ADJ rb68x923z8f 4 12 experiments experiment NOUN rb68x923z8f 4 13 and and CCONJ rb68x923z8f 4 14 modeling modeling NOUN rb68x923z8f 4 15 capabilities capability NOUN rb68x923z8f 4 16 . . PUNCT rb68x923z8f 5 1 the the DET rb68x923z8f 5 2 modeling modeling NOUN rb68x923z8f 5 3 of of ADP rb68x923z8f 5 4 these these DET rb68x923z8f 5 5 complex complex ADJ rb68x923z8f 5 6 systems system NOUN rb68x923z8f 5 7 often often ADV rb68x923z8f 5 8 relies rely VERB rb68x923z8f 5 9 on on ADP rb68x923z8f 5 10 the the DET rb68x923z8f 5 11 microstructural microstructural ADJ rb68x923z8f 5 12 information information NOUN rb68x923z8f 5 13 acquired acquire VERB rb68x923z8f 5 14 from from ADP rb68x923z8f 5 15 imaging image VERB rb68x923z8f 5 16 techniques technique NOUN rb68x923z8f 5 17 . . PUNCT rb68x923z8f 6 1 to to ADP rb68x923z8f 6 2 this this DET rb68x923z8f 6 3 end end NOUN rb68x923z8f 6 4 , , PUNCT rb68x923z8f 6 5 this this DET rb68x923z8f 6 6 research research NOUN rb68x923z8f 6 7 focuses focus VERB rb68x923z8f 6 8 on on ADP rb68x923z8f 6 9 establishing establish VERB rb68x923z8f 6 10 a a DET rb68x923z8f 6 11 co co ADJ rb68x923z8f 6 12 - - ADJ rb68x923z8f 6 13 designed design VERB rb68x923z8f 6 14 framework framework NOUN rb68x923z8f 6 15 which which PRON rb68x923z8f 6 16 improves improve VERB rb68x923z8f 6 17 characterization characterization NOUN rb68x923z8f 6 18 techniques technique NOUN rb68x923z8f 6 19 and and CCONJ rb68x923z8f 6 20 image image NOUN rb68x923z8f 6 21 - - PUNCT rb68x923z8f 6 22 based base VERB rb68x923z8f 6 23 modeling modeling NOUN rb68x923z8f 6 24 protocols protocol NOUN rb68x923z8f 6 25 for for ADP rb68x923z8f 6 26 investigating investigate VERB rb68x923z8f 6 27 multi multi ADJ rb68x923z8f 6 28 - - ADJ rb68x923z8f 6 29 scale scale ADJ rb68x923z8f 6 30 behaviour behaviour NOUN rb68x923z8f 6 31 of of ADP rb68x923z8f 6 32 heterogeneous heterogeneous ADJ rb68x923z8f 6 33 materials material NOUN rb68x923z8f 6 34 . . PUNCT rb68x923z8f 7 1 specifically specifically ADV rb68x923z8f 7 2 , , PUNCT rb68x923z8f 7 3 an an DET rb68x923z8f 7 4 image image NOUN rb68x923z8f 7 5 - - PUNCT rb68x923z8f 7 6 based base VERB rb68x923z8f 7 7 modeling modeling NOUN rb68x923z8f 7 8 concept concept NOUN rb68x923z8f 7 9 along along ADP rb68x923z8f 7 10 side side NOUN rb68x923z8f 7 11 complex complex ADJ rb68x923z8f 7 12 three three NUM rb68x923z8f 7 13 - - PUNCT rb68x923z8f 7 14 dimensional dimensional ADJ rb68x923z8f 7 15 imaging imaging NOUN rb68x923z8f 7 16 techniques technique NOUN rb68x923z8f 7 17 is be AUX rb68x923z8f 7 18 used use VERB rb68x923z8f 7 19 to to PART rb68x923z8f 7 20 understand understand VERB rb68x923z8f 7 21 the the DET rb68x923z8f 7 22 influence influence NOUN rb68x923z8f 7 23 of of ADP rb68x923z8f 7 24 microstructure microstructure NOUN rb68x923z8f 7 25 and and CCONJ rb68x923z8f 7 26 local local ADJ rb68x923z8f 7 27 damage damage NOUN rb68x923z8f 7 28 phenomena phenomenon NOUN rb68x923z8f 7 29 on on ADP rb68x923z8f 7 30 the the DET rb68x923z8f 7 31 effective effective ADJ rb68x923z8f 7 32 mechanical mechanical ADJ rb68x923z8f 7 33 response response NOUN rb68x923z8f 7 34 of of ADP rb68x923z8f 7 35 particulate particulate NOUN rb68x923z8f 7 36 reinforced reinforce VERB rb68x923z8f 7 37 composites.the composites.the DET rb68x923z8f 7 38 experimental experimental ADJ rb68x923z8f 7 39 framework framework NOUN rb68x923z8f 7 40 encompasses encompass VERB rb68x923z8f 7 41 utilizing utilize VERB rb68x923z8f 7 42 the the DET rb68x923z8f 7 43 x x NOUN rb68x923z8f 7 44 - - NOUN rb68x923z8f 7 45 ray ray NOUN rb68x923z8f 7 46 micro micro ADJ rb68x923z8f 7 47 - - ADJ rb68x923z8f 7 48 computed computed ADJ rb68x923z8f 7 49 tomography tomography NOUN rb68x923z8f 7 50 imaging image VERB rb68x923z8f 7 51 technique technique NOUN rb68x923z8f 7 52 to to PART rb68x923z8f 7 53 obtain obtain VERB rb68x923z8f 7 54 a a DET rb68x923z8f 7 55 detailed detailed ADJ rb68x923z8f 7 56 characterization characterization NOUN rb68x923z8f 7 57 and and CCONJ rb68x923z8f 7 58 statistical statistical ADJ rb68x923z8f 7 59 analysis analysis NOUN rb68x923z8f 7 60 of of ADP rb68x923z8f 7 61 the the DET rb68x923z8f 7 62 evolution evolution NOUN rb68x923z8f 7 63 of of ADP rb68x923z8f 7 64 microstructural microstructural ADJ rb68x923z8f 7 65 features feature NOUN rb68x923z8f 7 66 upon upon SCONJ rb68x923z8f 7 67 uniaxial uniaxial ADJ rb68x923z8f 7 68 compression compression NOUN rb68x923z8f 7 69 loading loading NOUN rb68x923z8f 7 70 . . PUNCT rb68x923z8f 8 1 furthermore furthermore ADV rb68x923z8f 8 2 , , PUNCT rb68x923z8f 8 3 the the DET rb68x923z8f 8 4 nondestructive nondestructive ADJ rb68x923z8f 8 5 , , PUNCT rb68x923z8f 8 6 three three NUM rb68x923z8f 8 7 - - PUNCT rb68x923z8f 8 8 dimensional dimensional ADJ rb68x923z8f 8 9 image image NOUN rb68x923z8f 8 10 - - PUNCT rb68x923z8f 8 11 based base VERB rb68x923z8f 8 12 analysis analysis NOUN rb68x923z8f 8 13 protocol protocol NOUN rb68x923z8f 8 14 is be AUX rb68x923z8f 8 15 leveraged leverage VERB rb68x923z8f 8 16 in in ADP rb68x923z8f 8 17 the the DET rb68x923z8f 8 18 development development NOUN rb68x923z8f 8 19 of of ADP rb68x923z8f 8 20 representative representative ADJ rb68x923z8f 8 21 unit unit NOUN rb68x923z8f 8 22 cells cell NOUN rb68x923z8f 8 23 ( ( PUNCT rb68x923z8f 8 24 rucs rucs VERB rb68x923z8f 8 25 ) ) PUNCT rb68x923z8f 8 26 . . PUNCT rb68x923z8f 9 1 rucs ruc NOUN rb68x923z8f 9 2 enable enable VERB rb68x923z8f 9 3 the the DET rb68x923z8f 9 4 ability ability NOUN rb68x923z8f 9 5 to to PART rb68x923z8f 9 6 perform perform VERB rb68x923z8f 9 7 complex complex ADJ rb68x923z8f 9 8 computations computation NOUN rb68x923z8f 9 9 on on ADP rb68x923z8f 9 10 relatively relatively ADV rb68x923z8f 9 11 smaller small ADJ rb68x923z8f 9 12 domains domain NOUN rb68x923z8f 9 13 all all DET rb68x923z8f 9 14 the the DET rb68x923z8f 9 15 while while NOUN rb68x923z8f 9 16 conserving conserve VERB rb68x923z8f 9 17 the the DET rb68x923z8f 9 18 statistical statistical ADJ rb68x923z8f 9 19 characteristics characteristic NOUN rb68x923z8f 9 20 of of ADP rb68x923z8f 9 21 the the DET rb68x923z8f 9 22 original original ADJ rb68x923z8f 9 23 microstructure microstructure NOUN rb68x923z8f 9 24 . . PUNCT rb68x923z8f 10 1 by by ADP rb68x923z8f 10 2 properly properly ADV rb68x923z8f 10 3 representing represent VERB rb68x923z8f 10 4 the the DET rb68x923z8f 10 5 microstructure microstructure NOUN rb68x923z8f 10 6 and and CCONJ rb68x923z8f 10 7 calibrating calibrate VERB rb68x923z8f 10 8 relevant relevant ADJ rb68x923z8f 10 9 physical physical ADJ rb68x923z8f 10 10 models model NOUN rb68x923z8f 10 11 , , PUNCT rb68x923z8f 10 12 accurate accurate ADJ rb68x923z8f 10 13 numerical numerical ADJ rb68x923z8f 10 14 predictions prediction NOUN rb68x923z8f 10 15 are be AUX rb68x923z8f 10 16 realized realize VERB rb68x923z8f 10 17 . . PUNCT rb68x923z8f 11 1 moreover moreover ADV rb68x923z8f 11 2 , , PUNCT rb68x923z8f 11 3 this this DET rb68x923z8f 11 4 co co ADJ rb68x923z8f 11 5 - - ADJ rb68x923z8f 11 6 designed design VERB rb68x923z8f 11 7 framework framework NOUN rb68x923z8f 11 8 is be AUX rb68x923z8f 11 9 used use VERB rb68x923z8f 11 10 in in ADP rb68x923z8f 11 11 the the DET rb68x923z8f 11 12 development development NOUN rb68x923z8f 11 13 of of ADP rb68x923z8f 11 14 a a DET rb68x923z8f 11 15 novel novel ADJ rb68x923z8f 11 16 damage damage NOUN rb68x923z8f 11 17 model model NOUN rb68x923z8f 11 18 to to PART rb68x923z8f 11 19 study study VERB rb68x923z8f 11 20 particulate particulate NOUN rb68x923z8f 11 21 reinforced reinforce VERB rb68x923z8f 11 22 composites composite NOUN rb68x923z8f 11 23 . . PUNCT rb68x923z8f 12 1 continuum continuum PROPN rb68x923z8f 12 2 damage damage NOUN rb68x923z8f 12 3 mechanics mechanic NOUN rb68x923z8f 12 4 are be AUX rb68x923z8f 12 5 employed employ VERB rb68x923z8f 12 6 to to PART rb68x923z8f 12 7 develop develop VERB rb68x923z8f 12 8 the the DET rb68x923z8f 12 9 novel novel ADJ rb68x923z8f 12 10 damage damage NOUN rb68x923z8f 12 11 model model NOUN rb68x923z8f 12 12 that that PRON rb68x923z8f 12 13 correctly correctly ADV rb68x923z8f 12 14 accounts account VERB rb68x923z8f 12 15 for for ADP rb68x923z8f 12 16 the the DET rb68x923z8f 12 17 deviatoric deviatoric NOUN rb68x923z8f 12 18 and and CCONJ rb68x923z8f 12 19 volumetric volumetric NOUN rb68x923z8f 12 20 split split NOUN rb68x923z8f 12 21 of of ADP rb68x923z8f 12 22 the the DET rb68x923z8f 12 23 strain strain NOUN rb68x923z8f 12 24 energy energy NOUN rb68x923z8f 12 25 density density NOUN rb68x923z8f 12 26 function function NOUN rb68x923z8f 12 27 and and CCONJ rb68x923z8f 12 28 the the DET rb68x923z8f 12 29 damage damage NOUN rb68x923z8f 12 30 variables variable NOUN rb68x923z8f 12 31 in in ADP rb68x923z8f 12 32 the the DET rb68x923z8f 12 33 finite finite ADJ rb68x923z8f 12 34 strain strain NOUN rb68x923z8f 12 35 setting set VERB rb68x923z8f 12 36 . . PUNCT rb68x923z8f 13 1 numerical numerical ADJ rb68x923z8f 13 2 studies study NOUN rb68x923z8f 13 3 are be AUX rb68x923z8f 13 4 included include VERB rb68x923z8f 13 5 to to PART rb68x923z8f 13 6 demonstrate demonstrate VERB rb68x923z8f 13 7 the the DET rb68x923z8f 13 8 full full ADJ rb68x923z8f 13 9 co co ADJ rb68x923z8f 13 10 - - ADJ rb68x923z8f 13 11 designed design VERB rb68x923z8f 13 12 experimental experimental ADJ rb68x923z8f 13 13 and and CCONJ rb68x923z8f 13 14 computational computational ADJ rb68x923z8f 13 15 framework framework NOUN rb68x923z8f 13 16 while while SCONJ rb68x923z8f 13 17 using use VERB rb68x923z8f 13 18 the the DET rb68x923z8f 13 19 novel novel ADJ rb68x923z8f 13 20 damage damage NOUN rb68x923z8f 13 21 model model NOUN rb68x923z8f 13 22 to to PART rb68x923z8f 13 23 investigate investigate VERB rb68x923z8f 13 24 damage damage NOUN rb68x923z8f 13 25 at at ADP rb68x923z8f 13 26 the the DET rb68x923z8f 13 27 interface interface NOUN rb68x923z8f 13 28 in in ADP rb68x923z8f 13 29 a a DET rb68x923z8f 13 30 particulate particulate NOUN rb68x923z8f 13 31 reinforced reinforce VERB rb68x923z8f 13 32 composite.large composite.large NOUN rb68x923z8f 13 33 three three NUM rb68x923z8f 13 34 - - PUNCT rb68x923z8f 13 35 dimensional dimensional ADJ rb68x923z8f 13 36 damage damage NOUN rb68x923z8f 13 37 simulations simulation NOUN rb68x923z8f 13 38 of of ADP rb68x923z8f 13 39 particulate particulate ADJ rb68x923z8f 13 40 composites composite NOUN rb68x923z8f 13 41 under under ADP rb68x923z8f 13 42 high high ADJ rb68x923z8f 13 43 - - PUNCT rb68x923z8f 13 44 strain strain NOUN rb68x923z8f 13 45 rate rate NOUN rb68x923z8f 13 46 loading loading NOUN rb68x923z8f 13 47 are be AUX rb68x923z8f 13 48 performed perform VERB rb68x923z8f 13 49 to to PART rb68x923z8f 13 50 address address VERB rb68x923z8f 13 51 the the DET rb68x923z8f 13 52 effect effect NOUN rb68x923z8f 13 53 of of ADP rb68x923z8f 13 54 the the DET rb68x923z8f 13 55 microstructure microstructure NOUN rb68x923z8f 13 56 on on ADP rb68x923z8f 13 57 the the DET rb68x923z8f 13 58 overall overall ADJ rb68x923z8f 13 59 transient transient ADJ rb68x923z8f 13 60 mechanical mechanical ADJ rb68x923z8f 13 61 behavior behavior NOUN rb68x923z8f 13 62 . . PUNCT rb68x923z8f 14 1 spheres sphere NOUN rb68x923z8f 14 2 as as ADV rb68x923z8f 14 3 well well ADV rb68x923z8f 14 4 as as ADP rb68x923z8f 14 5 oblate oblate ADJ rb68x923z8f 14 6 , , PUNCT rb68x923z8f 14 7 prolate prolate VERB rb68x923z8f 14 8 , , PUNCT rb68x923z8f 14 9 and and CCONJ rb68x923z8f 14 10 plane plane NOUN rb68x923z8f 14 11 strain strain NOUN rb68x923z8f 14 12 ellipsoids ellipsoid VERB rb68x923z8f 14 13 are be AUX rb68x923z8f 14 14 used use VERB rb68x923z8f 14 15 and and CCONJ rb68x923z8f 14 16 show show VERB rb68x923z8f 14 17 that that SCONJ rb68x923z8f 14 18 resolving resolve VERB rb68x923z8f 14 19 the the DET rb68x923z8f 14 20 wide wide ADJ rb68x923z8f 14 21 range range NOUN rb68x923z8f 14 22 of of ADP rb68x923z8f 14 23 spatial spatial ADJ rb68x923z8f 14 24 and and CCONJ rb68x923z8f 14 25 temporal temporal ADJ rb68x923z8f 14 26 scales scale NOUN rb68x923z8f 14 27 in in ADP rb68x923z8f 14 28 complex complex ADJ rb68x923z8f 14 29 morphologies morphology NOUN rb68x923z8f 14 30 is be AUX rb68x923z8f 14 31 essential essential ADJ rb68x923z8f 14 32 to to PART rb68x923z8f 14 33 capture capture VERB rb68x923z8f 14 34 damage damage NOUN rb68x923z8f 14 35 characteristics characteristic NOUN rb68x923z8f 14 36 . . PUNCT rb68x923z8f 15 1 in in ADP rb68x923z8f 15 2 order order NOUN rb68x923z8f 15 3 to to PART rb68x923z8f 15 4 resolve resolve VERB rb68x923z8f 15 5 the the DET rb68x923z8f 15 6 characteristic characteristic ADJ rb68x923z8f 15 7 damage damage NOUN rb68x923z8f 15 8 length length ADJ rb68x923z8f 15 9 - - PUNCT rb68x923z8f 15 10 scale scale NOUN rb68x923z8f 15 11 , , PUNCT rb68x923z8f 15 12 a a DET rb68x923z8f 15 13 highly highly ADV rb68x923z8f 15 14 parallel parallel ADJ rb68x923z8f 15 15 finite finite NOUN rb68x923z8f 15 16 element element NOUN rb68x923z8f 15 17 solver solver VERB rb68x923z8f 15 18 , , PUNCT rb68x923z8f 15 19 pgfem3d pgfem3d SPACE rb68x923z8f 15 20 , , PUNCT rb68x923z8f 15 21 is be AUX rb68x923z8f 15 22 used use VERB rb68x923z8f 15 23 . . PUNCT rb68x923z8f 16 1 this this DET rb68x923z8f 16 2 work work NOUN rb68x923z8f 16 3 shows show VERB rb68x923z8f 16 4 that that SCONJ rb68x923z8f 16 5 microstructural microstructural ADJ rb68x923z8f 16 6 details detail NOUN rb68x923z8f 16 7 as as ADV rb68x923z8f 16 8 well well ADV rb68x923z8f 16 9 as as ADP rb68x923z8f 16 10 high high ADJ rb68x923z8f 16 11 - - PUNCT rb68x923z8f 16 12 strain strain NOUN rb68x923z8f 16 13 rates rate NOUN rb68x923z8f 16 14 play play VERB rb68x923z8f 16 15 an an DET rb68x923z8f 16 16 important important ADJ rb68x923z8f 16 17 role role NOUN rb68x923z8f 16 18 in in ADP rb68x923z8f 16 19 addressing address VERB rb68x923z8f 16 20 complex complex ADJ rb68x923z8f 16 21 damage damage NOUN rb68x923z8f 16 22 patterns pattern NOUN rb68x923z8f 16 23 and and CCONJ rb68x923z8f 16 24 the the DET rb68x923z8f 16 25 overall overall ADJ rb68x923z8f 16 26 material material NOUN rb68x923z8f 16 27 response response NOUN rb68x923z8f 16 28 . . PUNCT rb68x923z8f 17 1 the the DET rb68x923z8f 17 2 goal goal NOUN rb68x923z8f 17 3 of of ADP rb68x923z8f 17 4 this this DET rb68x923z8f 17 5 dissertation dissertation NOUN rb68x923z8f 17 6 is be AUX rb68x923z8f 17 7 to to PART rb68x923z8f 17 8 further far ADV rb68x923z8f 17 9 improve improve VERB rb68x923z8f 17 10 the the DET rb68x923z8f 17 11 fidelity fidelity NOUN rb68x923z8f 17 12 of of ADP rb68x923z8f 17 13 image image NOUN rb68x923z8f 17 14 - - PUNCT rb68x923z8f 17 15 based base VERB rb68x923z8f 17 16 modeling modeling NOUN rb68x923z8f 17 17 and and CCONJ rb68x923z8f 17 18 enable enable VERB rb68x923z8f 17 19 high high ADJ rb68x923z8f 17 20 confidence confidence NOUN rb68x923z8f 17 21 in in ADP rb68x923z8f 17 22 simulation simulation NOUN rb68x923z8f 17 23 - - PUNCT rb68x923z8f 17 24 based base VERB rb68x923z8f 17 25 engineering engineering NOUN rb68x923z8f 17 26 decision decision NOUN rb68x923z8f 17 27 in in ADP rb68x923z8f 17 28 design design NOUN rb68x923z8f 17 29 and and CCONJ rb68x923z8f 17 30 analysis analysis NOUN rb68x923z8f 17 31 . . PUNCT