OPC model instability analysis tool The project for OPC modeling instability analysis. Donghoon Kuk, Ph. D.
c_0 c_1 c_2 c_3 c_4 c_5 c_6 c_7 c_8 c_9 c_10 c_11 c_12 c_13 c_14 c_15 c_16
TaskID Coop_iter_num nl_parameter NLP_INI NLP_END x_L x_U RI_th c_acid1 c_acid2 c_ai c_aig1 c_aig2 c_base1 c_base2 c_deBias1 c_gausscurv c_mig1 c_svisap c_svisep c_visan c_visan_1de c_visep c_visep_1de Cost ORMS RRMS 0 0 0.1443922072649002 -0.1466381549835205 0.5098848938941956 1.0 -0.1376316100358963 0.19365988671779633 0.269379585981369 -0.3881051540374756 1.6665287017822266 -3.315704345703125 -0.10517403483390808 -0.023042503744363785 -0.007203445304185152 -0.03403259813785553 0.05759596824645996 0.014383903704583645 -0.018616825342178345 1.6242903470993042 4.736996173858643 1.2581782341003418 0 1 offset_deB1 2.179498225879291 3.179498225879291 1.0 5.0 0.14669226109981537 -0.10414349287748337 0.4507581889629364 1.0 -0.11400043219327927 0.1841849684715271 0.278972327709198 -0.40535682439804077 1.5112718343734741 -3.626455545425415 -0.10713893175125122 -0.024193530902266502 -0.007929597981274128 -0.03161763772368431 0.055229801684617996 0.014955970458686352 -0.01858566142618656 1.623167872428894 4.736996173858643 1.2547099590301514 0 2 shift_Eth 1.1812333168827893 1.4203083292206973 0.1 1.5 0.1447456032037735 -0.1615750640630722 0.5441990494728088 1.0 -0.14544686675071716 0.16919276118278503 0.2585659623146057 -0.3333662450313568 1.4475659132003784 -3.357969045639038 -0.09335049241781235 -0.021644361317157745 -0.0061019365675747395 -0.03287000581622124 0.05658997595310211 0.012462635524570942 -0.01586061343550682 1.6736096143722534 4.736996173858643 1.277667760848999 0 3 shift_Eth 1.4203083292206973 1.1812333168827893 0.1 1.5 0.14580459892749786 -0.20168590545654297 0.4780394732952118 1.0 -0.12517106533050537 0.17747807502746582 0.2825702726840973 -0.40693026781082153 1.5459632873535156 -3.1614623069763184 -0.1022566482424736 -0.02394615113735199 -0.007421734742820263 -0.034766875207424164 0.057088080793619156 0.015233846381306648 -0.01842217892408371 1.6176912784576416 4.736996173858643 1.2560631036758423 0 3 shift_deB1 79.8477673952761 87.46194184881902 0.0 90.0 0.14580459892749786 -0.20168590545654297 0.4780394732952118 1.0 -0.12517106533050537 0.17747807502746582 0.2825702726840973 -0.40693026781082153 1.5459632873535156 -3.1614623069763184 -0.1022566482424736 -0.02394615113735199 -0.007421734742820263 -0.034766875207424164 0.057088080793619156 0.015233846381306648 -0.01842217892408371 1.6176912784576416 4.736996173858643 1.2560631036758423 0 4 shift_svisap 89.38046851494182 121.85546851494182 0.1 130.0 0.14546456933021545 -0.11960326135158539 0.4711063504219055 1.0 -0.1224018856883049 0.18489663302898407 0.28737300634384155 -0.4256003499031067 1.4370085000991821 -3.2983500957489014 -0.10616226494312286 -0.017338097095489502 -0.0072341603226959705 -0.0354267843067646 0.06137318164110184 0.01584973931312561 -0.021252360194921494 1.6405470371246338 4.736996173858643 1.2590700387954712 0 5 shift_svisap 121.85546851494182 89.38046851494182 0.1 130.0 0.14502406120300293 -0.20146991312503815 0.5929815173149109 1.0 -0.12746791541576385 0.15346546471118927 0.25344425439834595 -0.32838067412376404 1.137405514717102 -2.488067150115967 -0.08526404947042465 -0.013009192422032356 -0.006612981203943491 -0.02751333825290203 0.05831192806363106 0.013358981348574162 -0.017908088862895966 1.7111212015151978 4.736996173858643 1.2890678644180298 0 5 shift_svisep 43.42102855926644 68.39602855926644 0.1 100.0 0.14502406120300293 -0.20146991312503815 0.5929815173149109 1.0 -0.12746791541576385 0.15346546471118927 0.25344425439834595 -0.32838067412376404 1.137405514717102 -2.488067150115967 -0.08526404947042465 -0.013009192422032356 -0.006612981203943491 -0.02751333825290203 0.05831192806363106 0.013358981348574162 -0.017908088862895966 1.7111212015151978 4.736996173858643 1.2890678644180298 0 6 shift_svisep 68.39602855926644 43.42102855926644 0.1 100.0 0.14651300013065338 -0.15111897885799408 0.4631052613258362 1.0 -0.13989418745040894 0.1899852454662323 0.29364925622940063 -0.3862541913986206 1.5723084211349487 -3.511338949203491 -0.1017165556550026 -0.025930240750312805 -0.007006942760199308 -0.01763288304209709 0.03183120861649513 0.0115331606939435 -0.013532840646803379 1.7098650932312012 4.736996173858643 1.289376974105835 0 6 shift_visan 44.45103828853826 64.42603828853827 0.1 80.0 0.14651300013065338 -0.15111897885799408 0.4631052613258362 1.0 -0.13989418745040894 0.1899852454662323 0.29364925622940063 -0.3862541913986206 1.5723084211349487 -3.511338949203491 -0.1017165556550026 -0.025930240750312805 -0.007006942760199308 -0.01763288304209709 0.03183120861649513 0.0115331606939435 -0.013532840646803379 1.7098650932312012 4.736996173858643 1.289376974105835 0 7 shift_visan 64.42603828853827 44.45103828853826 0.1 80.0 0.1439419984817505 -0.19804590940475464 0.49635744094848633 1.0 -0.11182527244091034 0.17852461338043213 0.28430861234664917 -0.3923547565937042 1.3876615762710571 -2.8050434589385986 -0.10881032794713974 -0.01901557482779026 -0.007188720628619194 -0.033889319747686386 0.06174934282898903 0.011269844137132168 -0.014780357480049133 1.5785444974899292 4.736996173858643 1.6760470867156982 0 7 shift_visep 28.70191607615239 48.676916076152395 0.1 80.0 0.1439419984817505 -0.19804590940475464 0.49635744094848633 1.0 -0.11182527244091034 0.17852461338043213 0.28430861234664917 -0.3923547565937042 1.3876615762710571 -2.8050434589385986 -0.10881032794713974 -0.01901557482779026 -0.007188720628619194 -0.033889319747686386 0.06174934282898903 0.011269844137132168 -0.014780357480049133 1.5785444974899292 4.736996173858643 1.6760470867156982 0 8 shrink_delta 0.2434248960560179 0.31842489605601787 0.1 0.4 0.14240102469921112 -0.07102394104003906 0.44886335730552673 1.0 -0.09060237556695938 0.1805856078863144 0.26435139775276184 -0.38346579670906067 1.259661078453064 -2.982290029525757 -0.1121244952082634 -0.014601846225559711 -0.005905640311539173 -0.029898136854171753 0.058898646384477615 0.012095542624592781 -0.015797894448041916 1.6148720979690552 4.736996173858643 1.6846928596496582 0 9 shrink_delta 0.31842489605601787 0.2434248960560179 0.1 0.4 0.1425839513540268 -0.18308602273464203 0.4959622621536255 1.0 -0.11278297752141953 0.17247754335403442 0.2610689103603363 -0.3919186294078827 1.4093769788742065 -3.060126781463623 -0.1029772162437439 -0.021230943500995636 -0.007296558935195208 -0.03020131029188633 0.05600510910153389 0.011156138963997364 -0.014332262799143791 1.6021844148635864 4.736996173858643 1.6807688474655151 0 9 shrink_min 0.06233358612312801 0.08483358612312801 0.01 0.1 0.1425839513540268 -0.18308602273464203 0.4959622621536255 1.0 -0.11278297752141953 0.17247754335403442 0.2610689103603363 -0.3919186294078827 1.4093769788742065 -3.060126781463623 -0.1029772162437439 -0.021230943500995636 -0.007296558935195208 -0.03020131029188633 0.05600510910153389 0.011156138963997364 -0.014332262799143791 1.6021844148635864 4.736996173858643 1.6807688474655151 0 10 shrink_min 0.08483358612312801 0.06233358612312801 0.01 0.1 0.1417214423418045 -0.10854783654212952 0.5140432119369507 1.0 -0.09149663895368576 0.18086282908916473 0.24895218014717102 -0.3777141273021698 1.2838021516799927 -3.161569118499756 -0.11370394378900528 -0.018275730311870575 -0.007624431513249874 -0.03530491515994072 0.06586359441280365 0.012179089710116386 -0.016356296837329865 1.619438886642456 4.736996173858643 1.6870039701461792 0 10 sigma_acid1 34.77461959559527 44.77461959559527 10.0 50.0 0.1417214423418045 -0.10854783654212952 0.5140432119369507 1.0 -0.09149663895368576 0.18086282908916473 0.24895218014717102 -0.3777141273021698 1.2838021516799927 -3.161569118499756 -0.11370394378900528 -0.018275730311870575 -0.007624431513249874 -0.03530491515994072 0.06586359441280365 0.012179089710116386 -0.016356296837329865 1.619438886642456 4.736996173858643 1.6870039701461792 0 11 sigma_acid1 44.77461959559527 34.77461959559527 10.0 50.0 0.14974352717399597 0.4066700339317322 0.1471579670906067 1.0 0.045938994735479355 0.13244105875492096 0.297578364610672 -0.3647182583808899 1.0346516370773315 -3.6604747772216797 -0.12323708087205887 -0.02060987614095211 -0.009236552752554417 -0.02812599018216133 0.061541080474853516 0.016933253034949303 -0.020586298778653145 1.774787187576294 4.736996173858643 1.3037232160568237 0 11 sigma_acid2 59.189861565372354 94.18986156537237 10.0 150.0 0.14974352717399597 0.4066700339317322 0.1471579670906067 1.0 0.045938994735479355 0.13244105875492096 0.297578364610672 -0.3647182583808899 1.0346516370773315 -3.6604747772216797 -0.12323708087205887 -0.02060987614095211 -0.009236552752554417 -0.02812599018216133 0.061541080474853516 0.016933253034949303 -0.020586298778653145 1.774787187576294 4.736996173858643 1.3037232160568237 0 12 sigma_acid2 94.18986156537237 59.189861565372354 10.0 150.0 0.14446263015270233 -0.07454852759838104 0.42708805203437805 1.0 -0.07389436662197113 0.20966774225234985 0.24209651350975037 -0.3505326211452484 1.1729835271835327 -2.9198760986328125 -0.11940065771341324 -0.01696004904806614 -0.007926260121166706 -0.028438009321689606 0.060044292360544205 0.01315566711127758 -0.01721525937318802 1.6433279514312744 4.736996173858643 1.6914067268371582 0 12 sigma_ag1 67.3821629843525 92.1321629843525 1.0 100.0 0.14446263015270233 -0.07454852759838104 0.42708805203437805 1.0 -0.07389436662197113 0.20966774225234985 0.24209651350975037 -0.3505326211452484 1.1729835271835327 -2.9198760986328125 -0.11940065771341324 -0.01696004904806614 -0.007926260121166706 -0.028438009321689606 0.060044292360544205 0.01315566711127758 -0.01721525937318802 1.6433279514312744 4.736996173858643 1.6914067268371582 0 13 sigma_ag1 92.1321629843525 67.3821629843525 1.0 100.0 0.1406153440475464 -0.14903606474399567 0.49557098746299744 1.0 -0.06453920155763626 0.15176734328269958 0.26087260246276855 -0.42383256554603577 1.3153902292251587 -3.0290369987487793 -0.11519838124513626 -0.01841634325683117 -0.008123837411403656 -0.028542328625917435 0.057701852172613144 0.012060711160302162 -0.015615175478160381 1.6295039653778076 4.736996173858643 1.6853148937225342 0 13 sigma_ag2 128.5611343225339 144.64028358063348 30.0 150.0 0.1406153440475464 -0.14903606474399567 0.49557098746299744 1.0 -0.06453920155763626 0.15176734328269958 0.26087260246276855 -0.42383256554603577 1.3153902292251587 -3.0290369987487793 -0.11519838124513626 -0.01841634325683117 -0.008123837411403656 -0.028542328625917435 0.057701852172613144 0.012060711160302162 -0.015615175478160381 1.6295039653778076 4.736996173858643 1.6853148937225342 0 14 sigma_ag2 144.64028358063348 128.5611343225339 30.0 150.0 0.14238910377025604 -0.1532154530286789 0.4938478171825409 1.0 -0.11397717148065567 0.18614529073238373 0.2834605574607849 -0.471597820520401 1.4970041513442993 -3.191340446472168 -0.11365509778261185 -0.02162017859518528 -0.00834584329277277 -0.038221325725317 0.0665011778473854 0.012663048692047596 -0.016125928610563278 1.5185378789901733 4.736996173858643 1.6584498882293701 0 14 sigma_base1 17.83273603531645 23.707288061803787 10.0 50.0 0.14238910377025604 -0.1532154530286789 0.4938478171825409 1.0 -0.11397717148065567 0.18614529073238373 0.2834605574607849 -0.471597820520401 1.4970041513442993 -3.191340446472168 -0.11365509778261185 -0.02162017859518528 -0.00834584329277277 -0.038221325725317 0.0665011778473854 0.012663048692047596 -0.016125928610563278 1.5185378789901733 4.736996173858643 1.6584498882293701 0 15 sigma_base2 83.93351880347836 113.93351880347836 30.0 150.0 0.14579911530017853 -0.20192477107048035 0.4915282726287842 1.0 -0.09217339754104614 0.17488673329353333 0.2693776488304138 -0.41122880578041077 1.5324108600616455 -3.0698986053466797 -0.11255732923746109 -0.023987511172890663 -0.008195440284907818 -0.0388810820877552 0.06364338845014572 0.011352507397532463 -0.014244262129068375 1.5395914316177368 4.736996173858643 1.6704633235931396 0 16 sigma_base2 113.93351880347836 83.93351880347836 30.0 150.0 0.14636197686195374 0.5053374767303467 0.07609356939792633 1.0 0.06530872732400894 0.1995101273059845 0.26564568281173706 -0.30950257182121277 0.627250075340271 -2.3314876556396484 -0.14560535550117493 -0.01158246397972107 -0.007194506470113993 -0.03359328210353851 0.07707138359546661 0.01406573224812746 -0.020285649225115776 1.84867525100708 4.736996173858643 1.7518694400787354 0 16 sigma_deB1 38.94537669006141 62.69537669006141 5.0 100.0 0.14636197686195374 0.5053374767303467 0.07609356939792633 1.0 0.06530872732400894 0.1995101273059845 0.26564568281173706 -0.30950257182121277 0.627250075340271 -2.3314876556396484 -0.14560535550117493 -0.01158246397972107 -0.007194506470113993 -0.03359328210353851 0.07707138359546661 0.01406573224812746 -0.020285649225115776 1.84867525100708 4.736996173858643 1.7518694400787354 0 17 sigma_deB1 62.69537669006141 38.94537669006141 5.0 100.0 0.14732332527637482 -0.1364244520664215 0.4438028335571289 1.0 -0.08239364624023438 0.19156016409397125 0.29187315702438354 -0.4197295904159546 1.3972206115722656 -2.9872546195983887 -0.1169067919254303 -0.019573872908949852 -0.007736516650766134 -0.03905589506030083 0.07053002715110779 0.012940688990056515 -0.017382578924298286 1.5124239921569824 4.736996173858643 1.6567765474319458 0 17 sigma_imin 183.01913394875916 220.51913394875916 100.0 250.0 0.14732332527637482 -0.1364244520664215 0.4438028335571289 1.0 -0.08239364624023438 0.19156016409397125 0.29187315702438354 -0.4197295904159546 1.3972206115722656 -2.9872546195983887 -0.1169067919254303 -0.019573872908949852 -0.007736516650766134 -0.03905589506030083 0.07053002715110779 0.012940688990056515 -0.017382578924298286 1.5124239921569824 4.736996173858643 1.6567765474319458 0 18 sigma_mask1 155.28415763257175 166.32103940814292 10.0 170.0 0.14706875383853912 -0.23319537937641144 0.5183058977127075 1.0 -0.14077240228652954 0.17911766469478607 0.2883056104183197 -0.4127143919467926 1.525355339050293 -2.6621813774108887 -0.0940287634730339 -0.02184249274432659 -0.007219458464533091 -0.037250418215990067 0.06431347876787186 0.012082576751708984 -0.015575075522065163 1.5440086126327515 4.736996173858643 1.6650652885437012 0 19 sigma_mask1 166.32103940814292 155.28415763257175 10.0 170.0 0.14997665584087372 -0.1355382204055786 0.5434022545814514 1.0 -0.18011602759361267 0.15948671102523804 0.27967149019241333 -0.33034780621528625 1.7454867362976074 -4.134178638458252 -0.07435489445924759 -0.031227489933371544 -0.007552620489150286 -0.008811526000499725 0.023369306698441505 -0.0024885819293558598 0.0028767071198672056 1.8620834350585938 4.736996173858643 1.3520864248275757 0 19 sigma_surf 21.53750833550868 38.787508335508676 1.0 70.0 0.14997665584087372 -0.1355382204055786 0.5434022545814514 1.0 -0.18011602759361267 0.15948671102523804 0.27967149019241333 -0.33034780621528625 1.7454867362976074 -4.134178638458252 -0.07435489445924759 -0.031227489933371544 -0.007552620489150286 -0.008811526000499725 0.023369306698441505 -0.0024885819293558598 0.0028767071198672056 1.8620834350585938 4.736996173858643 1.3520864248275757 0 20 sigma_surf 38.787508335508676 21.53750833550868 1.0 70.0 0.14551705121994019 -0.2392531931400299 0.49131888151168823 1.0 -0.11592574417591095 0.1858568787574768 0.29029497504234314 -0.4358978867530823 1.4631010293960571 -2.4149537086486816 -0.10686151683330536 -0.018906470388174057 -0.006960587110370398 -0.03876066207885742 0.06792476773262024 0.013067001476883888 -0.01750241592526436 1.4674992561340332 4.736996173858643 1.643477201461792 0 20 sigma_svisap 62.468669384820124 78.71866938482013 20.0 85.0 0.14551705121994019 -0.2392531931400299 0.49131888151168823 1.0 -0.11592574417591095 0.1858568787574768 0.29029497504234314 -0.4358978867530823 1.4631010293960571 -2.4149537086486816 -0.10686151683330536 -0.018906470388174057 -0.006960587110370398 -0.03876066207885742 0.06792476773262024 0.013067001476883888 -0.01750241592526436 1.4674992561340332 4.736996173858643 1.643477201461792 0 21 sigma_svisep 47.47019685660308 57.47019685660308 20.0 60.0 0.14700418710708618 -0.10408961772918701 0.5060317516326904 1.0 -0.10682875663042068 0.16584131121635437 0.2924877107143402 -0.4432157278060913 1.2933951616287231 -2.7313950061798096 -0.09561429917812347 -0.01555555872619152 -0.008789063431322575 -0.03093349002301693 0.06449901312589645 0.013535836711525917 -0.01662292890250683 1.4964923858642578 4.736996173858643 1.2023816108703613 0 22 sigma_svisep 57.47019685660308 47.47019685660308 20.0 60.0 0.149239644408226 -0.01660008728504181 0.35774296522140503 1.0 -0.04749729484319687 0.20142589509487152 0.29966312646865845 -0.38052815198898315 1.2850492000579834