{"id":"https://openalex.org/W2056255061","doi":"https://doi.org/10.1109/dft.2013.6653587","title":"A fast TCAD-based methodology for Variation analysis of emerging nano-devices","display_name":"A fast TCAD-based methodology for Variation analysis of emerging nano-devices","publication_year":2013,"publication_date":"2013-10-01","ids":{"openalex":"https://openalex.org/W2056255061","doi":"https://doi.org/10.1109/dft.2013.6653587","mag":"2056255061"},"language":"en","primary_location":{"id":"doi:10.1109/dft.2013.6653587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dft.2013.6653587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://infoscience.epfl.ch/record/190868","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109506860","display_name":"Hassan Ghasemzadeh Mohammadi","orcid":null},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Hassan Ghasemzadeh Mohammadi","raw_affiliation_strings":["Integrated Systems Laboratory EPFL, Lausanne, Switzerland","Integrated Systems Lab, EPFL,Lausanne,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrated Systems Laboratory EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Integrated Systems Lab, EPFL,Lausanne,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002568331","display_name":"Pierre\u2010Emmanuel Gaillardon","orcid":"https://orcid.org/0000-0003-3634-3999"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Pierre-Emmanuel Gaillardon","raw_affiliation_strings":["Integrated Systems Laboratory EPFL, Lausanne, Switzerland","Integrated Systems Lab, EPFL,Lausanne,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrated Systems Laboratory EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Integrated Systems Lab, EPFL,Lausanne,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067220251","display_name":"Majid Yazdani","orcid":"https://orcid.org/0000-0002-8065-2855"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]},{"id":"https://openalex.org/I7495430","display_name":"Idiap Research Institute","ror":"https://ror.org/05932h694","country_code":"CH","type":"facility","lineage":["https://openalex.org/I7495430"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Majid Yazdani","raw_affiliation_strings":["IDIAP Laboratory EPFL, Lausanne, Switzerland","IDIAP Lab., EPFL, Lausanne, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IDIAP Laboratory EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864","https://openalex.org/I7495430"]},{"raw_affiliation_string":"IDIAP Lab., EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072927296","display_name":"Giovanni De Micheli","orcid":"https://orcid.org/0000-0002-7827-3215"},"institutions":[{"id":"https://openalex.org/I5124864","display_name":"\u00c9cole Polytechnique F\u00e9d\u00e9rale de Lausanne","ror":"https://ror.org/02s376052","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I5124864"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Giovanni De Micheli","raw_affiliation_strings":["Integrated Systems Laboratory EPFL, Lausanne, Switzerland","Integrated Systems Lab, EPFL,Lausanne,Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Integrated Systems Laboratory EPFL, Lausanne, Switzerland","institution_ids":["https://openalex.org/I5124864"]},{"raw_affiliation_string":"Integrated Systems Lab, EPFL,Lausanne,Switzerland","institution_ids":["https://openalex.org/I5124864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"83","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":1.0,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":1.0,"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/T10472","display_name":"Semiconductor materials and devices","score":0.9990000128746033,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9986000061035156,"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/technology-cad","display_name":"Technology CAD","score":0.6814049482345581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.654402494430542},{"id":"https://openalex.org/keywords/process-variation","display_name":"Process variation","score":0.5952161550521851},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.5783395767211914},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5737066268920898},{"id":"https://openalex.org/keywords/transistor","display_name":"Transistor","score":0.45642492175102234},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4531082510948181},{"id":"https://openalex.org/keywords/circuit-design","display_name":"Circuit design","score":0.41436368227005005},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3468763530254364},{"id":"https://openalex.org/keywords/cad","display_name":"CAD","score":0.2695043087005615},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.19182348251342773},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17671766877174377},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.12933427095413208},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08629098534584045}],"concepts":[{"id":"https://openalex.org/C34929307","wikidata":"https://www.wikidata.org/wiki/Q845636","display_name":"Technology CAD","level":3,"score":0.6814049482345581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.654402494430542},{"id":"https://openalex.org/C93389723","wikidata":"https://www.wikidata.org/wiki/Q7247313","display_name":"Process variation","level":3,"score":0.5952161550521851},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.5783395767211914},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5737066268920898},{"id":"https://openalex.org/C172385210","wikidata":"https://www.wikidata.org/wiki/Q5339","display_name":"Transistor","level":3,"score":0.45642492175102234},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4531082510948181},{"id":"https://openalex.org/C190560348","wikidata":"https://www.wikidata.org/wiki/Q3245116","display_name":"Circuit design","level":2,"score":0.41436368227005005},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3468763530254364},{"id":"https://openalex.org/C194789388","wikidata":"https://www.wikidata.org/wiki/Q17855283","display_name":"CAD","level":2,"score":0.2695043087005615},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.19182348251342773},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17671766877174377},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.12933427095413208},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08629098534584045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/dft.2013.6653587","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dft.2013.6653587","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems (DFTS)","raw_type":"proceedings-article"},{"id":"pmh:oai:infoscience.epfl.ch:190868","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/190868","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:infoscience.epfl.ch:190868","is_oa":true,"landing_page_url":"http://infoscience.epfl.ch/record/190868","pdf_url":null,"source":{"id":"https://openalex.org/S4306400487","display_name":"Infoscience (Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1600863006","https://openalex.org/W1972577644","https://openalex.org/W1981976602","https://openalex.org/W1983119772","https://openalex.org/W1988115241","https://openalex.org/W1993020001","https://openalex.org/W2009492805","https://openalex.org/W2055215434","https://openalex.org/W2075848233","https://openalex.org/W2097416349","https://openalex.org/W2099641328","https://openalex.org/W2101780399","https://openalex.org/W2117379410","https://openalex.org/W2128274720","https://openalex.org/W2130668856","https://openalex.org/W2134443408","https://openalex.org/W2137983211","https://openalex.org/W2141448059","https://openalex.org/W2148906965","https://openalex.org/W2149723649","https://openalex.org/W2170708280","https://openalex.org/W2180773537","https://openalex.org/W2281286359","https://openalex.org/W2291445757","https://openalex.org/W2318556048","https://openalex.org/W3081768647","https://openalex.org/W3146803896","https://openalex.org/W3148379364"],"related_works":["https://openalex.org/W4249803828","https://openalex.org/W2081848118","https://openalex.org/W1494870290","https://openalex.org/W3165882849","https://openalex.org/W2098316714","https://openalex.org/W2022493361","https://openalex.org/W4200438583","https://openalex.org/W2965949386","https://openalex.org/W2991387620","https://openalex.org/W4213259602"],"abstract_inverted_index":{"Variability":[0],"analysis":[1,79],"of":[2,30,77,101],"nanoscale":[3],"transistors":[4],"and":[5,38,75,88],"circuits":[6],"is":[7,42],"emerging":[8,81,141],"as":[9,138],"a":[10,92],"necessity":[11],"at":[12],"advanced":[13],"technology":[14],"nodes.":[15],"Technology":[16],"Computer":[17],"Aided":[18],"Design":[19],"(TCAD)":[20],"tools":[21],"are":[22],"powerful":[23],"ways":[24],"to":[25,97,121],"get":[26],"an":[27,53,129],"accurate":[28,39],"insight":[29],"Process":[31],"Variations":[32],"(PV).":[33],"However,":[34],"obtaining":[35],"both":[36],"fast":[37,60],"device":[40],"simulations":[41,119,136],"impractical":[43],"with":[44,64],"current":[45],"TCAD":[46,65],"solvers.":[47],"In":[48],"this":[49],"paper,":[50],"we":[51],"propose":[52],"automated":[54],"output":[55,100],"prediction":[56],"method":[57],"suited":[58],"for":[59,80,140],"PV":[61,118],"analysis.":[62],"Coupled":[63],"simulations,":[66],"our":[67],"methodology":[68,114,126],"can":[69,127],"substantially":[70],"reduce":[71],"the":[72,85,99,109,112,125],"time":[73],"complexity":[74],"cost":[76],"variation":[78],"technologies.":[82],"We":[83],"overcome":[84],"simulation":[86],"obstacles":[87],"preserve":[89],"accuracy,":[90],"using":[91],"neural":[93],"network":[94],"based":[95],"regression":[96],"predict":[98],"individual":[102],"process":[103],"simulations.":[104,123],"Experiments":[105],"indicate":[106],"that,":[107],"after":[108],"training":[110],"process,":[111],"proposed":[113],"effectively":[115],"accelerate":[116],"TCAD-based":[117],"close":[120],"compact-model-based":[122],"Therefore,":[124],"be":[128],"excellent":[130],"opportunity":[131],"in":[132],"enabling":[133],"extensive":[134],"statistical":[135],"such":[137],"Monte-Carlo":[139],"nano-devices.":[142]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
