{"id":"https://openalex.org/W3152237812","doi":"https://doi.org/10.1109/iccad.2007.4397251","title":"Monte-carlo driven stochastic optimization framework for handling fabrication variability","display_name":"Monte-carlo driven stochastic optimization framework for handling fabrication variability","publication_year":2007,"publication_date":"2007-11-01","ids":{"openalex":"https://openalex.org/W3152237812","doi":"https://doi.org/10.1109/iccad.2007.4397251","mag":"3152237812"},"language":"en","primary_location":{"id":"doi:10.1109/iccad.2007.4397251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad.2007.4397251","pdf_url":null,"source":{"id":"https://openalex.org/S4210177401","display_name":"Digest of technical papers/Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design","issn_l":"1092-3152","issn":["1092-3152","1558-2434"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055444437","display_name":"Vishal Khandelwal","orcid":"https://orcid.org/0000-0003-4321-8125"},"institutions":[{"id":"https://openalex.org/I4210088951","display_name":"Synopsys (United States)","ror":"https://ror.org/013by2m91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210088951"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Vishal Khandelwal","raw_affiliation_strings":["Advanced Technology Group, Synopsys, Inc., Hillsboro, OR, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Technology Group, Synopsys, Inc., Hillsboro, OR, USA","institution_ids":["https://openalex.org/I4210088951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089770783","display_name":"Ankur Srivastava","orcid":"https://orcid.org/0000-0002-5445-904X"},"institutions":[{"id":"https://openalex.org/I4210088951","display_name":"Synopsys (United States)","ror":"https://ror.org/013by2m91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210088951"]},{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ankur Srivastava","raw_affiliation_strings":["Advanced Technology Group, Synopsys, Inc., Hillsboro, OR, USA","Department of ECE, University of Maryland, College Park, MD, USA"],"affiliations":[{"raw_affiliation_string":"Advanced Technology Group, Synopsys, Inc., Hillsboro, OR, USA","institution_ids":["https://openalex.org/I4210088951"]},{"raw_affiliation_string":"Department of ECE, University of Maryland, College Park, MD, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5055444437"],"corresponding_institution_ids":["https://openalex.org/I4210088951"],"apc_list":null,"apc_paid":null,"fwci":0.3512,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.70385553,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"16","issue":null,"first_page":"105","last_page":"110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.7255650758743286},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.7035043239593506},{"id":"https://openalex.org/keywords/stochastic-optimization","display_name":"Stochastic optimization","score":0.6997287273406982},{"id":"https://openalex.org/keywords/sizing","display_name":"Sizing","score":0.6273924708366394},{"id":"https://openalex.org/keywords/stochastic-programming","display_name":"Stochastic programming","score":0.6175790429115295},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5491077303886414},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.5422511696815491},{"id":"https://openalex.org/keywords/stochastic-process","display_name":"Stochastic process","score":0.5183428525924683},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.49069392681121826},{"id":"https://openalex.org/keywords/linear-programming","display_name":"Linear programming","score":0.461052805185318},{"id":"https://openalex.org/keywords/random-variable","display_name":"Random variable","score":0.43294888734817505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2669615149497986},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07667160034179688}],"concepts":[{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.7255650758743286},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7035043239593506},{"id":"https://openalex.org/C194387892","wikidata":"https://www.wikidata.org/wiki/Q1747770","display_name":"Stochastic optimization","level":2,"score":0.6997287273406982},{"id":"https://openalex.org/C2777767291","wikidata":"https://www.wikidata.org/wiki/Q1080291","display_name":"Sizing","level":2,"score":0.6273924708366394},{"id":"https://openalex.org/C137631369","wikidata":"https://www.wikidata.org/wiki/Q7617831","display_name":"Stochastic programming","level":2,"score":0.6175790429115295},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5491077303886414},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.5422511696815491},{"id":"https://openalex.org/C8272713","wikidata":"https://www.wikidata.org/wiki/Q176737","display_name":"Stochastic process","level":2,"score":0.5183428525924683},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.49069392681121826},{"id":"https://openalex.org/C41045048","wikidata":"https://www.wikidata.org/wiki/Q202843","display_name":"Linear programming","level":2,"score":0.461052805185318},{"id":"https://openalex.org/C122123141","wikidata":"https://www.wikidata.org/wiki/Q176623","display_name":"Random variable","level":2,"score":0.43294888734817505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2669615149497986},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07667160034179688},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccad.2007.4397251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccad.2007.4397251","pdf_url":null,"source":{"id":"https://openalex.org/S4210177401","display_name":"Digest of technical papers/Digest of technical papers - IEEE/ACM International Conference on Computer-Aided Design","issn_l":"1092-3152","issn":["1092-3152","1558-2434"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE/ACM International Conference on Computer-Aided Design","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W90125235","https://openalex.org/W347166089","https://openalex.org/W1511688816","https://openalex.org/W1965230003","https://openalex.org/W1969007958","https://openalex.org/W1975656821","https://openalex.org/W2038426159","https://openalex.org/W2040358553","https://openalex.org/W2117648153","https://openalex.org/W2125157415","https://openalex.org/W2132388847","https://openalex.org/W2163262735","https://openalex.org/W2172661603","https://openalex.org/W2174801549","https://openalex.org/W3151256035","https://openalex.org/W4205937263","https://openalex.org/W4233806716","https://openalex.org/W4236139273","https://openalex.org/W4237955880","https://openalex.org/W6611780641","https://openalex.org/W6630623413","https://openalex.org/W6641884055","https://openalex.org/W6676467925","https://openalex.org/W6678664461","https://openalex.org/W6678675210","https://openalex.org/W6679594819","https://openalex.org/W6680944580"],"related_works":["https://openalex.org/W4254717236","https://openalex.org/W2377757044","https://openalex.org/W3160952126","https://openalex.org/W2320103255","https://openalex.org/W798918733","https://openalex.org/W4213167601","https://openalex.org/W2101287851","https://openalex.org/W163279402","https://openalex.org/W2403168774","https://openalex.org/W2025513168"],"abstract_inverted_index":{"Increasing":[0],"effects":[1],"of":[2,34],"fabrication":[3],"variability":[4],"have":[5],"inspired":[6],"a":[7,21,55,86,91,133],"growing":[8],"interest":[9],"in":[10,63],"statistical":[11],"techniques":[12,44],"for":[13,58,99],"design":[14],"optimization.":[15],"In":[16],"this":[17,97],"work,":[18],"we":[19,83],"propose":[20],"Monte-Carlo":[22],"driven":[23],"stochastic":[24,120],"optimization":[25,78],"framework":[26,57,98,123],"that":[27,82,115],"does":[28],"not":[29],"rely":[30],"on":[31],"the":[32,35,65,77,100,116,128],"distribution":[33],"varying":[36],"parameters":[37,66],"(unlike":[38],"most":[39],"other":[40],"existing":[41],"techniques).":[42],"Stochastic":[43,52,108],"like":[45],"Successive":[46],"Sample":[47],"Mean":[48],"Optimization":[49],"(SSMO)":[50],"and":[51,80,107],"Decomposition":[53,109],"present":[54],"strong":[56],"solving":[59],"linear":[60],"programming":[61],"formulations":[62],"which":[64],"behave":[67],"as":[68,76],"random":[69],"variables.":[70],"We":[71,95],"consider":[72],"Binning-Yield":[73],"Loss":[74],"(BYL)":[75],"objective":[79],"show":[81,114],"can":[84],"get":[85],"provably":[87],"optimal":[88],"solution":[89,117,130],"under":[90],"convex":[92],"BYL":[93],"function.":[94],"apply":[96],"MTCMOS":[101],"sizing":[102],"problem":[103],"[21]":[104,131],"using":[105],"SSMO":[106],"techniques.":[110],"The":[111],"experimental":[112],"results":[113],"obtained":[118],"from":[119],"decomposition":[121],"based":[122],"had":[124,132],"0%":[125],"yield-loss,":[126],"while":[127],"deterministic":[129],"48%":[134],"yield-loss.":[135]},"counts_by_year":[{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}