id sid tid token lemma pos rb68x922w8j 1 1 modern modern ADJ rb68x922w8j 1 2 products product NOUN rb68x922w8j 1 3 ranging range VERB rb68x922w8j 1 4 from from ADP rb68x922w8j 1 5 simple simple ADJ rb68x922w8j 1 6 components component NOUN rb68x922w8j 1 7 to to ADP rb68x922w8j 1 8 complex complex ADJ rb68x922w8j 1 9 systems system NOUN rb68x922w8j 1 10 should should AUX rb68x922w8j 1 11 be be AUX rb68x922w8j 1 12 designed design VERB rb68x922w8j 1 13 to to PART rb68x922w8j 1 14 be be AUX rb68x922w8j 1 15 optimal optimal ADJ rb68x922w8j 1 16 and and CCONJ rb68x922w8j 1 17 reliable reliable ADJ rb68x922w8j 1 18 . . PUNCT rb68x922w8j 2 1 the the DET rb68x922w8j 2 2 challenge challenge NOUN rb68x922w8j 2 3 of of ADP rb68x922w8j 2 4 modern modern ADJ rb68x922w8j 2 5 engineering engineering NOUN rb68x922w8j 2 6 is be AUX rb68x922w8j 2 7 to to PART rb68x922w8j 2 8 ensure ensure VERB rb68x922w8j 2 9 that that SCONJ rb68x922w8j 2 10 manufacturing manufacturing NOUN rb68x922w8j 2 11 costs cost NOUN rb68x922w8j 2 12 are be AUX rb68x922w8j 2 13 reduced reduce VERB rb68x922w8j 2 14 and and CCONJ rb68x922w8j 2 15 design design NOUN rb68x922w8j 2 16 cycle cycle NOUN rb68x922w8j 2 17 times time NOUN rb68x922w8j 2 18 are be AUX rb68x922w8j 2 19 minimized minimize VERB rb68x922w8j 2 20 while while SCONJ rb68x922w8j 2 21 achieving achieve VERB rb68x922w8j 2 22 requirements requirement NOUN rb68x922w8j 2 23 for for ADP rb68x922w8j 2 24 performance performance NOUN rb68x922w8j 2 25 and and CCONJ rb68x922w8j 2 26 reliability reliability NOUN rb68x922w8j 2 27 . . PUNCT rb68x922w8j 3 1 if if SCONJ rb68x922w8j 3 2 the the DET rb68x922w8j 3 3 market market NOUN rb68x922w8j 3 4 for for ADP rb68x922w8j 3 5 the the DET rb68x922w8j 3 6 product product NOUN rb68x922w8j 3 7 is be AUX rb68x922w8j 3 8 competitive competitive ADJ rb68x922w8j 3 9 , , PUNCT rb68x922w8j 3 10 improved improve VERB rb68x922w8j 3 11 quality quality NOUN rb68x922w8j 3 12 and and CCONJ rb68x922w8j 3 13 reliability reliability NOUN rb68x922w8j 3 14 can can AUX rb68x922w8j 3 15 generate generate VERB rb68x922w8j 3 16 very very ADV rb68x922w8j 3 17 strong strong ADJ rb68x922w8j 3 18 competitive competitive ADJ rb68x922w8j 3 19 advantages advantage NOUN rb68x922w8j 3 20 . . PUNCT rb68x922w8j 4 1 simulation simulation NOUN rb68x922w8j 4 2 based base VERB rb68x922w8j 4 3 design design NOUN rb68x922w8j 4 4 plays play VERB rb68x922w8j 4 5 an an DET rb68x922w8j 4 6 important important ADJ rb68x922w8j 4 7 role role NOUN rb68x922w8j 4 8 in in ADP rb68x922w8j 4 9 designing design VERB rb68x922w8j 4 10 almost almost ADV rb68x922w8j 4 11 any any DET rb68x922w8j 4 12 kind kind NOUN rb68x922w8j 4 13 of of ADP rb68x922w8j 4 14 automotive automotive ADJ rb68x922w8j 4 15 , , PUNCT rb68x922w8j 4 16 aerospace aerospace NOUN rb68x922w8j 4 17 , , PUNCT rb68x922w8j 4 18 and and CCONJ rb68x922w8j 4 19 consumer consumer NOUN rb68x922w8j 4 20 products product NOUN rb68x922w8j 4 21 under under ADP rb68x922w8j 4 22 these these DET rb68x922w8j 4 23 competitive competitive ADJ rb68x922w8j 4 24 conditions condition NOUN rb68x922w8j 4 25 . . PUNCT rb68x922w8j 5 1 single single ADJ rb68x922w8j 5 2 discipline discipline NOUN rb68x922w8j 5 3 simulations simulation NOUN rb68x922w8j 5 4 used use VERB rb68x922w8j 5 5 for for ADP rb68x922w8j 5 6 analysis analysis NOUN rb68x922w8j 5 7 are be AUX rb68x922w8j 5 8 being be AUX rb68x922w8j 5 9 coupled couple VERB rb68x922w8j 5 10 together together ADV rb68x922w8j 5 11 to to PART rb68x922w8j 5 12 create create VERB rb68x922w8j 5 13 complex complex ADJ rb68x922w8j 5 14 coupled couple VERB rb68x922w8j 5 15 simulation simulation NOUN rb68x922w8j 5 16 tools tool NOUN rb68x922w8j 5 17 . . PUNCT rb68x922w8j 6 1 this this DET rb68x922w8j 6 2 investigation investigation NOUN rb68x922w8j 6 3 focuses focus VERB rb68x922w8j 6 4 on on ADP rb68x922w8j 6 5 the the DET rb68x922w8j 6 6 development development NOUN rb68x922w8j 6 7 of of ADP rb68x922w8j 6 8 efficient efficient ADJ rb68x922w8j 6 9 and and CCONJ rb68x922w8j 6 10 robust robust ADJ rb68x922w8j 6 11 methodologies methodology NOUN rb68x922w8j 6 12 for for ADP rb68x922w8j 6 13 reliability reliability NOUN rb68x922w8j 6 14 based base VERB rb68x922w8j 6 15 design design NOUN rb68x922w8j 6 16 optimization optimization NOUN rb68x922w8j 6 17 in in ADP rb68x922w8j 6 18 a a DET rb68x922w8j 6 19 simulation simulation NOUN rb68x922w8j 6 20 based base VERB rb68x922w8j 6 21 design design NOUN rb68x922w8j 6 22 environment environment NOUN rb68x922w8j 6 23 . . PUNCT rb68x922w8j 7 1 original original ADJ rb68x922w8j 7 2 contributions contribution NOUN rb68x922w8j 7 3 of of ADP rb68x922w8j 7 4 this this DET rb68x922w8j 7 5 research research NOUN rb68x922w8j 7 6 are be AUX rb68x922w8j 7 7 the the DET rb68x922w8j 7 8 development development NOUN rb68x922w8j 7 9 of of ADP rb68x922w8j 7 10 a a DET rb68x922w8j 7 11 novel novel ADJ rb68x922w8j 7 12 efficient efficient ADJ rb68x922w8j 7 13 and and CCONJ rb68x922w8j 7 14 robust robust ADJ rb68x922w8j 7 15 unilevel unilevel ADJ rb68x922w8j 7 16 methodology methodology NOUN rb68x922w8j 7 17 for for ADP rb68x922w8j 7 18 reliability reliability NOUN rb68x922w8j 7 19 based base VERB rb68x922w8j 7 20 design design NOUN rb68x922w8j 7 21 optimization optimization NOUN rb68x922w8j 7 22 , , PUNCT rb68x922w8j 7 23 the the DET rb68x922w8j 7 24 development development NOUN rb68x922w8j 7 25 of of ADP rb68x922w8j 7 26 an an DET rb68x922w8j 7 27 innovative innovative ADJ rb68x922w8j 7 28 decoupled decoupled ADJ rb68x922w8j 7 29 reliability reliability NOUN rb68x922w8j 7 30 based base VERB rb68x922w8j 7 31 design design NOUN rb68x922w8j 7 32 optimization optimization NOUN rb68x922w8j 7 33 methodology methodology NOUN rb68x922w8j 7 34 , , PUNCT rb68x922w8j 7 35 the the DET rb68x922w8j 7 36 application application NOUN rb68x922w8j 7 37 of of ADP rb68x922w8j 7 38 homotopy homotopy NOUN rb68x922w8j 7 39 techniques technique NOUN rb68x922w8j 7 40 in in ADP rb68x922w8j 7 41 unilevel unilevel PROPN rb68x922w8j 7 42 reliability reliability NOUN rb68x922w8j 7 43 based base VERB rb68x922w8j 7 44 design design NOUN rb68x922w8j 7 45 optimization optimization NOUN rb68x922w8j 7 46 methodology methodology NOUN rb68x922w8j 7 47 , , PUNCT rb68x922w8j 7 48 and and CCONJ rb68x922w8j 7 49 the the DET rb68x922w8j 7 50 development development NOUN rb68x922w8j 7 51 of of ADP rb68x922w8j 7 52 a a DET rb68x922w8j 7 53 new new ADJ rb68x922w8j 7 54 framework framework NOUN rb68x922w8j 7 55 for for ADP rb68x922w8j 7 56 reliability reliability NOUN rb68x922w8j 7 57 based base VERB rb68x922w8j 7 58 design design NOUN rb68x922w8j 7 59 optimization optimization NOUN rb68x922w8j 7 60 under under ADP rb68x922w8j 7 61 epistemic epistemic ADJ rb68x922w8j 7 62 uncertainty uncertainty NOUN rb68x922w8j 7 63 . . PUNCT rb68x922w8j 8 1 the the DET rb68x922w8j 8 2 unilevel unilevel PROPN rb68x922w8j 8 3 methodology methodology NOUN rb68x922w8j 8 4 for for ADP rb68x922w8j 8 5 reliability reliability NOUN rb68x922w8j 8 6 based base VERB rb68x922w8j 8 7 design design NOUN rb68x922w8j 8 8 optimization optimization NOUN rb68x922w8j 8 9 is be AUX rb68x922w8j 8 10 shown show VERB rb68x922w8j 8 11 to to PART rb68x922w8j 8 12 be be AUX rb68x922w8j 8 13 mathematically mathematically ADV rb68x922w8j 8 14 equivalent equivalent ADJ rb68x922w8j 8 15 to to ADP rb68x922w8j 8 16 the the DET rb68x922w8j 8 17 traditional traditional ADJ rb68x922w8j 8 18 nested nest VERB rb68x922w8j 8 19 formulation formulation NOUN rb68x922w8j 8 20 . . PUNCT rb68x922w8j 9 1 numerical numerical ADJ rb68x922w8j 9 2 test test NOUN rb68x922w8j 9 3 problems problem NOUN rb68x922w8j 9 4 show show VERB rb68x922w8j 9 5 that that SCONJ rb68x922w8j 9 6 the the DET rb68x922w8j 9 7 unilevel unilevel PROPN rb68x922w8j 9 8 methodology methodology NOUN rb68x922w8j 9 9 can can AUX rb68x922w8j 9 10 reduce reduce VERB rb68x922w8j 9 11 computational computational ADJ rb68x922w8j 9 12 cost cost NOUN rb68x922w8j 9 13 by by ADP rb68x922w8j 9 14 at at ADV rb68x922w8j 9 15 least least ADV rb68x922w8j 9 16 50 50 NUM rb68x922w8j 9 17 % % NOUN rb68x922w8j 9 18 as as SCONJ rb68x922w8j 9 19 compared compare VERB rb68x922w8j 9 20 to to ADP rb68x922w8j 9 21 the the DET rb68x922w8j 9 22 nested nest VERB rb68x922w8j 9 23 approach approach NOUN rb68x922w8j 9 24 . . PUNCT rb68x922w8j 10 1 the the DET rb68x922w8j 10 2 decoupled decoupled ADJ rb68x922w8j 10 3 reliability reliability NOUN rb68x922w8j 10 4 based base VERB rb68x922w8j 10 5 design design NOUN rb68x922w8j 10 6 optimization optimization NOUN rb68x922w8j 10 7 methodology methodology NOUN rb68x922w8j 10 8 is be AUX rb68x922w8j 10 9 an an DET rb68x922w8j 10 10 approximate approximate ADJ rb68x922w8j 10 11 technique technique NOUN rb68x922w8j 10 12 to to PART rb68x922w8j 10 13 obtain obtain VERB rb68x922w8j 10 14 consistent consistent ADJ rb68x922w8j 10 15 reliable reliable ADJ rb68x922w8j 10 16 designs design NOUN rb68x922w8j 10 17 at at ADP rb68x922w8j 10 18 lesser less ADJ rb68x922w8j 10 19 computational computational ADJ rb68x922w8j 10 20 expense expense NOUN rb68x922w8j 10 21 . . PUNCT rb68x922w8j 11 1 test test NOUN rb68x922w8j 11 2 problems problem NOUN rb68x922w8j 11 3 show show VERB rb68x922w8j 11 4 that that SCONJ rb68x922w8j 11 5 the the DET rb68x922w8j 11 6 methodology methodology NOUN rb68x922w8j 11 7 is be AUX rb68x922w8j 11 8 computationally computationally ADV rb68x922w8j 11 9 efficient efficient ADJ rb68x922w8j 11 10 compared compare VERB rb68x922w8j 11 11 to to ADP rb68x922w8j 11 12 the the DET rb68x922w8j 11 13 nested nest VERB rb68x922w8j 11 14 approach approach NOUN rb68x922w8j 11 15 . . PUNCT rb68x922w8j 12 1 a a DET rb68x922w8j 12 2 framework framework NOUN rb68x922w8j 12 3 for for ADP rb68x922w8j 12 4 performing perform VERB rb68x922w8j 12 5 reliability reliability NOUN rb68x922w8j 12 6 based base VERB rb68x922w8j 12 7 design design NOUN rb68x922w8j 12 8 optimization optimization NOUN rb68x922w8j 12 9 under under ADP rb68x922w8j 12 10 epistemic epistemic ADJ rb68x922w8j 12 11 uncertainty uncertainty NOUN rb68x922w8j 12 12 is be AUX rb68x922w8j 12 13 also also ADV rb68x922w8j 12 14 developed develop VERB rb68x922w8j 12 15 . . PUNCT rb68x922w8j 13 1 a a DET rb68x922w8j 13 2 trust trust NOUN rb68x922w8j 13 3 region region NOUN rb68x922w8j 13 4 managed manage VERB rb68x922w8j 13 5 sequential sequential ADJ rb68x922w8j 13 6 approximate approximate ADJ rb68x922w8j 13 7 optimization optimization NOUN rb68x922w8j 13 8 methodology methodology NOUN rb68x922w8j 13 9 is be AUX rb68x922w8j 13 10 employed employ VERB rb68x922w8j 13 11 for for ADP rb68x922w8j 13 12 this this DET rb68x922w8j 13 13 purpose purpose NOUN rb68x922w8j 13 14 . . PUNCT rb68x922w8j 14 1 results result NOUN rb68x922w8j 14 2 from from ADP rb68x922w8j 14 3 numerical numerical ADJ rb68x922w8j 14 4 test test NOUN rb68x922w8j 14 5 studies study NOUN rb68x922w8j 14 6 indicate indicate VERB rb68x922w8j 14 7 that that SCONJ rb68x922w8j 14 8 the the DET rb68x922w8j 14 9 methodology methodology NOUN rb68x922w8j 14 10 can can AUX rb68x922w8j 14 11 be be AUX rb68x922w8j 14 12 used use VERB rb68x922w8j 14 13 for for ADP rb68x922w8j 14 14 performing perform VERB rb68x922w8j 14 15 design design NOUN rb68x922w8j 14 16 optimization optimization NOUN rb68x922w8j 14 17 under under ADP rb68x922w8j 14 18 severe severe ADJ rb68x922w8j 14 19 uncertainty uncertainty NOUN rb68x922w8j 14 20 . . PUNCT