id sid tid token lemma pos p5547p90q97 1 1 this this DET p5547p90q97 1 2 thesis thesis NOUN p5547p90q97 1 3 investigated investigate VERB p5547p90q97 1 4 the the DET p5547p90q97 1 5 application application NOUN p5547p90q97 1 6 of of ADP p5547p90q97 1 7 stochastic stochastic ADJ p5547p90q97 1 8 ground ground NOUN p5547p90q97 1 9 motion motion NOUN p5547p90q97 1 10 models model NOUN p5547p90q97 1 11 for for ADP p5547p90q97 1 12 characterization characterization NOUN p5547p90q97 1 13 of of ADP p5547p90q97 1 14 seismic seismic ADJ p5547p90q97 1 15 hazard hazard NOUN p5547p90q97 1 16 within within ADP p5547p90q97 1 17 the the DET p5547p90q97 1 18 context context NOUN p5547p90q97 1 19 of of ADP p5547p90q97 1 20 life life NOUN p5547p90q97 1 21 - - PUNCT p5547p90q97 1 22 cycle cycle NOUN p5547p90q97 1 23 cost cost NOUN p5547p90q97 1 24 assessment assessment NOUN p5547p90q97 1 25 for for ADP p5547p90q97 1 26 earthquake earthquake NOUN p5547p90q97 1 27 engineering engineering NOUN p5547p90q97 1 28 applications application NOUN p5547p90q97 1 29 . . PUNCT p5547p90q97 2 1 a a DET p5547p90q97 2 2 versatile versatile ADJ p5547p90q97 2 3 , , PUNCT p5547p90q97 2 4 simulation simulation NOUN p5547p90q97 2 5 - - PUNCT p5547p90q97 2 6 based base VERB p5547p90q97 2 7 , , PUNCT p5547p90q97 2 8 framework framework NOUN p5547p90q97 2 9 was be AUX p5547p90q97 2 10 adopted adopt VERB p5547p90q97 2 11 for for ADP p5547p90q97 2 12 assessment assessment NOUN p5547p90q97 2 13 of of ADP p5547p90q97 2 14 the the DET p5547p90q97 2 15 life life NOUN p5547p90q97 2 16 - - PUNCT p5547p90q97 2 17 cycle cycle NOUN p5547p90q97 2 18 repair repair NOUN p5547p90q97 2 19 cost cost NOUN p5547p90q97 2 20 and and CCONJ p5547p90q97 2 21 for for ADP p5547p90q97 2 22 the the DET p5547p90q97 2 23 identifications identification NOUN p5547p90q97 2 24 of of ADP p5547p90q97 2 25 the the DET p5547p90q97 2 26 importance importance NOUN p5547p90q97 2 27 of of ADP p5547p90q97 2 28 the the DET p5547p90q97 2 29 risk risk NOUN p5547p90q97 2 30 factors factor NOUN p5547p90q97 2 31 related relate VERB p5547p90q97 2 32 to to ADP p5547p90q97 2 33 the the DET p5547p90q97 2 34 seismic seismic ADJ p5547p90q97 2 35 hazard hazard NOUN p5547p90q97 2 36 description description NOUN p5547p90q97 2 37 . . PUNCT p5547p90q97 3 1 two two NUM p5547p90q97 3 2 different different ADJ p5547p90q97 3 3 stochastic stochastic ADJ p5547p90q97 3 4 ground ground NOUN p5547p90q97 3 5 motion motion NOUN p5547p90q97 3 6 models model NOUN p5547p90q97 3 7 were be AUX p5547p90q97 3 8 considered consider VERB p5547p90q97 3 9 a a DET p5547p90q97 3 10 source source NOUN p5547p90q97 3 11 - - PUNCT p5547p90q97 3 12 based base VERB p5547p90q97 3 13 one one NUM p5547p90q97 3 14 [ [ X p5547p90q97 3 15 gm1 gm1 X p5547p90q97 3 16 ] ] X p5547p90q97 3 17 ( ( PUNCT p5547p90q97 3 18 atkinson atkinson PROPN p5547p90q97 3 19 and and CCONJ p5547p90q97 3 20 silva silva PROPN p5547p90q97 3 21 2000 2000 NUM p5547p90q97 3 22 ) ) PUNCT p5547p90q97 3 23 and and CCONJ p5547p90q97 3 24 a a DET p5547p90q97 3 25 record record NOUN p5547p90q97 3 26 - - PUNCT p5547p90q97 3 27 based base VERB p5547p90q97 3 28 one one NOUN p5547p90q97 4 1 [ [ X p5547p90q97 4 2 gm2 gm2 X p5547p90q97 4 3 ] ] X p5547p90q97 4 4 ( ( PUNCT p5547p90q97 4 5 rezaeian rezaeian NOUN p5547p90q97 4 6 and and CCONJ p5547p90q97 4 7 der der PROPN p5547p90q97 4 8 kiureghian kiureghian PROPN p5547p90q97 4 9 2010 2010 NUM p5547p90q97 4 10 ) ) PUNCT p5547p90q97 4 11 . . PUNCT p5547p90q97 5 1 these these DET p5547p90q97 5 2 models model NOUN p5547p90q97 5 3 are be AUX p5547p90q97 5 4 formulated formulate VERB p5547p90q97 5 5 by by ADP p5547p90q97 5 6 modulating modulate VERB p5547p90q97 5 7 a a DET p5547p90q97 5 8 high high ADV p5547p90q97 5 9 - - PUNCT p5547p90q97 5 10 dimensional dimensional ADJ p5547p90q97 5 11 stochastic stochastic ADJ p5547p90q97 5 12 sequence sequence NOUN p5547p90q97 5 13 through through ADP p5547p90q97 5 14 functions function NOUN p5547p90q97 5 15 that that PRON p5547p90q97 5 16 address address VERB p5547p90q97 5 17 spectral spectral ADJ p5547p90q97 5 18 and and CCONJ p5547p90q97 5 19 temporal temporal ADJ p5547p90q97 5 20 characteristics characteristic NOUN p5547p90q97 5 21 of of ADP p5547p90q97 5 22 the the DET p5547p90q97 5 23 excitation excitation NOUN p5547p90q97 5 24 . . PUNCT p5547p90q97 6 1 the the DET p5547p90q97 6 2 parameters parameter NOUN p5547p90q97 6 3 of of ADP p5547p90q97 6 4 these these DET p5547p90q97 6 5 models model NOUN p5547p90q97 6 6 are be AUX p5547p90q97 6 7 connected connect VERB p5547p90q97 6 8 to to ADP p5547p90q97 6 9 the the DET p5547p90q97 6 10 regional regional ADJ p5547p90q97 6 11 seismicity seismicity NOUN p5547p90q97 6 12 characteristics characteristic NOUN p5547p90q97 6 13 through through ADP p5547p90q97 6 14 predictive predictive ADJ p5547p90q97 6 15 relationships relationship NOUN p5547p90q97 6 16 . . PUNCT p5547p90q97 7 1 description description NOUN p5547p90q97 7 2 of of ADP p5547p90q97 7 3 the the DET p5547p90q97 7 4 uncertainty uncertainty NOUN p5547p90q97 7 5 for for ADP p5547p90q97 7 6 these these DET p5547p90q97 7 7 characteristics characteristic NOUN p5547p90q97 7 8 and and CCONJ p5547p90q97 7 9 for for ADP p5547p90q97 7 10 the the DET p5547p90q97 7 11 predictive predictive ADJ p5547p90q97 7 12 relationships relationship NOUN p5547p90q97 7 13 , , PUNCT p5547p90q97 7 14 by by ADP p5547p90q97 7 15 appropriate appropriate ADJ p5547p90q97 7 16 probability probability NOUN p5547p90q97 7 17 models model NOUN p5547p90q97 7 18 , , PUNCT p5547p90q97 7 19 leads lead VERB p5547p90q97 7 20 then then ADV p5547p90q97 7 21 to to ADP p5547p90q97 7 22 a a DET p5547p90q97 7 23 complete complete ADJ p5547p90q97 7 24 description description NOUN p5547p90q97 7 25 of of ADP p5547p90q97 7 26 seismic seismic ADJ p5547p90q97 7 27 hazard hazard NOUN p5547p90q97 7 28 , , PUNCT p5547p90q97 7 29 expressed express VERB p5547p90q97 7 30 in in ADP p5547p90q97 7 31 terms term NOUN p5547p90q97 7 32 of of ADP p5547p90q97 7 33 ground ground NOUN p5547p90q97 7 34 - - PUNCT p5547p90q97 7 35 motion motion NOUN p5547p90q97 7 36 time time NOUN p5547p90q97 7 37 - - PUNCT p5547p90q97 7 38 history history NOUN p5547p90q97 7 39 . . PUNCT p5547p90q97 8 1 an an DET p5547p90q97 8 2 assembly assembly NOUN p5547p90q97 8 3 - - PUNCT p5547p90q97 8 4 based base VERB p5547p90q97 8 5 vulnerability vulnerability NOUN p5547p90q97 8 6 approach approach NOUN p5547p90q97 8 7 was be AUX p5547p90q97 8 8 adopted adopt VERB p5547p90q97 8 9 in in ADP p5547p90q97 8 10 this this DET p5547p90q97 8 11 setting setting NOUN p5547p90q97 8 12 to to PART p5547p90q97 8 13 quantify quantify VERB p5547p90q97 8 14 earthquake earthquake NOUN p5547p90q97 8 15 losses loss NOUN p5547p90q97 8 16 based base VERB p5547p90q97 8 17 on on ADP p5547p90q97 8 18 the the DET p5547p90q97 8 19 nonlinear nonlinear ADJ p5547p90q97 8 20 time time NOUN p5547p90q97 8 21 - - PUNCT p5547p90q97 8 22 history history NOUN p5547p90q97 8 23 structural structural ADJ p5547p90q97 8 24 response response NOUN p5547p90q97 8 25 . . PUNCT p5547p90q97 9 1 life life NOUN p5547p90q97 9 2 - - PUNCT p5547p90q97 9 3 cycle cycle NOUN p5547p90q97 9 4 repair repair NOUN p5547p90q97 9 5 cost cost NOUN p5547p90q97 9 6 was be AUX p5547p90q97 9 7 quantified quantify VERB p5547p90q97 9 8 by by ADP p5547p90q97 9 9 its its PRON p5547p90q97 9 10 expected expect VERB p5547p90q97 9 11 value value NOUN p5547p90q97 9 12 over over ADP p5547p90q97 9 13 the the DET p5547p90q97 9 14 space space NOUN p5547p90q97 9 15 of of ADP p5547p90q97 9 16 the the DET p5547p90q97 9 17 uncertain uncertain ADJ p5547p90q97 9 18 parameters parameter NOUN p5547p90q97 9 19 for for ADP p5547p90q97 9 20 ( ( PUNCT p5547p90q97 9 21 each each DET p5547p90q97 9 22 ) ) PUNCT p5547p90q97 9 23 excitation excitation NOUN p5547p90q97 9 24 model model NOUN p5547p90q97 9 25 considered consider VERB p5547p90q97 9 26 and and CCONJ p5547p90q97 9 27 estimation estimation NOUN p5547p90q97 9 28 of of ADP p5547p90q97 9 29 this this DET p5547p90q97 9 30 expected expect VERB p5547p90q97 9 31 value value NOUN p5547p90q97 9 32 through through ADP p5547p90q97 9 33 stochastic stochastic ADJ p5547p90q97 9 34 simulation simulation NOUN p5547p90q97 9 35 was be AUX p5547p90q97 9 36 adopted adopt VERB p5547p90q97 9 37 . . PUNCT p5547p90q97 10 1 an an DET p5547p90q97 10 2 efficient efficient ADJ p5547p90q97 10 3 probabilistic probabilistic ADJ p5547p90q97 10 4 sensitivity sensitivity NOUN p5547p90q97 10 5 analysis analysis NOUN p5547p90q97 10 6 was be AUX p5547p90q97 10 7 also also ADV p5547p90q97 10 8 discussed discuss VERB p5547p90q97 10 9 , , PUNCT p5547p90q97 10 10 based base VERB p5547p90q97 10 11 on on ADP p5547p90q97 10 12 advanced advanced ADJ p5547p90q97 10 13 stochastic stochastic ADJ p5547p90q97 10 14 sampling sampling NOUN p5547p90q97 10 15 concepts concept NOUN p5547p90q97 10 16 . . PUNCT p5547p90q97 11 1 this this DET p5547p90q97 11 2 analysis analysis NOUN p5547p90q97 11 3 aims aim VERB p5547p90q97 11 4 to to PART p5547p90q97 11 5 identify identify VERB p5547p90q97 11 6 the the DET p5547p90q97 11 7 importance importance NOUN p5547p90q97 11 8 of of ADP p5547p90q97 11 9 the the DET p5547p90q97 11 10 various various ADJ p5547p90q97 11 11 uncertain uncertain ADJ p5547p90q97 11 12 parameters parameter NOUN p5547p90q97 11 13 within within ADP p5547p90q97 11 14 the the DET p5547p90q97 11 15 seismic seismic ADJ p5547p90q97 11 16 hazard hazard NOUN p5547p90q97 11 17 description description NOUN p5547p90q97 11 18 ( ( PUNCT p5547p90q97 11 19 i.e. i.e. X p5547p90q97 11 20 , , PUNCT p5547p90q97 11 21 risk risk NOUN p5547p90q97 11 22 factors factor NOUN p5547p90q97 11 23 ) ) PUNCT p5547p90q97 11 24 in in ADP p5547p90q97 11 25 the the DET p5547p90q97 11 26 overall overall ADJ p5547p90q97 11 27 performance performance NOUN p5547p90q97 11 28 of of ADP p5547p90q97 11 29 the the DET p5547p90q97 11 30 structural structural ADJ p5547p90q97 11 31 system system NOUN p5547p90q97 11 32 as as ADV p5547p90q97 11 33 well well ADV p5547p90q97 11 34 as as ADP p5547p90q97 11 35 potential potential ADJ p5547p90q97 11 36 correlations correlation NOUN p5547p90q97 11 37 between between ADP p5547p90q97 11 38 them they PRON p5547p90q97 11 39 . . PUNCT p5547p90q97 12 1 this this DET p5547p90q97 12 2 methodology methodology NOUN p5547p90q97 12 3 is be AUX p5547p90q97 12 4 based base VERB p5547p90q97 12 5 on on ADP p5547p90q97 12 6 the the DET p5547p90q97 12 7 definition definition NOUN p5547p90q97 12 8 of of ADP p5547p90q97 12 9 an an DET p5547p90q97 12 10 auxiliary auxiliary ADJ p5547p90q97 12 11 density density NOUN p5547p90q97 12 12 function function NOUN p5547p90q97 12 13 , , PUNCT p5547p90q97 12 14 proportional proportional ADJ p5547p90q97 12 15 to to ADP p5547p90q97 12 16 the the DET p5547p90q97 12 17 integrand integrand NOUN p5547p90q97 12 18 of of ADP p5547p90q97 12 19 the the DET p5547p90q97 12 20 expected expect VERB p5547p90q97 12 21 cost cost NOUN p5547p90q97 12 22 integral integral ADJ p5547p90q97 12 23 , , PUNCT p5547p90q97 12 24 and and CCONJ p5547p90q97 12 25 on on ADP p5547p90q97 12 26 the the DET p5547p90q97 12 27 comparison comparison NOUN p5547p90q97 12 28 of of ADP p5547p90q97 12 29 this this DET p5547p90q97 12 30 density density NOUN p5547p90q97 12 31 to to ADP p5547p90q97 12 32 the the DET p5547p90q97 12 33 initial initial ADJ p5547p90q97 12 34 probability probability NOUN p5547p90q97 12 35 models model NOUN p5547p90q97 12 36 through through ADP p5547p90q97 12 37 their their PRON p5547p90q97 12 38 relative relative ADJ p5547p90q97 12 39 information information NOUN p5547p90q97 12 40 entropy entropy NOUN p5547p90q97 12 41 . . PUNCT p5547p90q97 13 1 the the DET p5547p90q97 13 2 framework framework NOUN p5547p90q97 13 3 was be AUX p5547p90q97 13 4 illustrated illustrate VERB p5547p90q97 13 5 through through ADP p5547p90q97 13 6 application application NOUN p5547p90q97 13 7 to to ADP p5547p90q97 13 8 a a DET p5547p90q97 13 9 four four NUM p5547p90q97 13 10 - - PUNCT p5547p90q97 13 11 storey storey NOUN p5547p90q97 13 12 concrete concrete ADJ p5547p90q97 13 13 building building NOUN p5547p90q97 13 14 . . PUNCT p5547p90q97 14 1 results result NOUN p5547p90q97 14 2 were be AUX p5547p90q97 14 3 presented present VERB p5547p90q97 14 4 with with ADP p5547p90q97 14 5 respect respect NOUN p5547p90q97 14 6 to to ADP p5547p90q97 14 7 the the DET p5547p90q97 14 8 total total ADJ p5547p90q97 14 9 cost cost NOUN p5547p90q97 14 10 as as ADV p5547p90q97 14 11 well well ADV p5547p90q97 14 12 as as ADP p5547p90q97 14 13 with with ADP p5547p90q97 14 14 respect respect NOUN p5547p90q97 14 15 to to ADP p5547p90q97 14 16 the the DET p5547p90q97 14 17 cost cost NOUN p5547p90q97 14 18 of of ADP p5547p90q97 14 19 different different ADJ p5547p90q97 14 20 damageable damageable ADJ p5547p90q97 14 21 assemblies assembly NOUN p5547p90q97 14 22 . . PUNCT p5547p90q97 15 1 the the DET p5547p90q97 15 2 influence influence NOUN p5547p90q97 15 3 of of ADP p5547p90q97 15 4 the the DET p5547p90q97 15 5 installation installation NOUN p5547p90q97 15 6 of of ADP p5547p90q97 15 7 viscous viscous ADJ p5547p90q97 15 8 dampers damper NOUN p5547p90q97 15 9 to to ADP p5547p90q97 15 10 the the DET p5547p90q97 15 11 structure structure NOUN p5547p90q97 15 12 on on ADP p5547p90q97 15 13 the the DET p5547p90q97 15 14 life life NOUN p5547p90q97 15 15 - - PUNCT p5547p90q97 15 16 cycle cycle NOUN p5547p90q97 15 17 repair repair NOUN p5547p90q97 15 18 cost cost NOUN p5547p90q97 15 19 was be AUX p5547p90q97 15 20 also also ADV p5547p90q97 15 21 considered consider VERB p5547p90q97 15 22 . . PUNCT