{"id":"https://openalex.org/W4411724797","doi":"https://doi.org/10.1109/iscas56072.2025.11043962","title":"Zero-shot Learning in Performance Prediction of Digital VLSI Circuits","display_name":"Zero-shot Learning in Performance Prediction of Digital VLSI Circuits","publication_year":2025,"publication_date":"2025-05-25","ids":{"openalex":"https://openalex.org/W4411724797","doi":"https://doi.org/10.1109/iscas56072.2025.11043962"},"language":"en","primary_location":{"id":"doi:10.1109/iscas56072.2025.11043962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11043962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5021745462","display_name":"Deepthi Amuru","orcid":"https://orcid.org/0000-0003-0793-3244"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Deepthi Amuru","raw_affiliation_strings":["International Institute of Information Technology, Hyderabad (IIIT-H),Centre for VLSI and Embedded Systems Technology (CVEST),Hyderabad,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad (IIIT-H),Centre for VLSI and Embedded Systems Technology (CVEST),Hyderabad,India","institution_ids":["https://openalex.org/I65181880"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060396811","display_name":"Zia Abbas","orcid":"https://orcid.org/0000-0002-3747-3640"},"institutions":[{"id":"https://openalex.org/I65181880","display_name":"Indian Institute of Technology Hyderabad","ror":"https://ror.org/01j4v3x97","country_code":"IN","type":"education","lineage":["https://openalex.org/I65181880"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Zia Abbas","raw_affiliation_strings":["International Institute of Information Technology, Hyderabad (IIIT-H),Centre for VLSI and Embedded Systems Technology (CVEST),Hyderabad,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Institute of Information Technology, Hyderabad (IIIT-H),Centre for VLSI and Embedded Systems Technology (CVEST),Hyderabad,India","institution_ids":["https://openalex.org/I65181880"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I65181880"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11058228,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","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"}},"topics":[{"id":"https://openalex.org/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","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"}},{"id":"https://openalex.org/T10323","display_name":"Analog and Mixed-Signal Circuit Design","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/very-large-scale-integration","display_name":"Very-large-scale integration","score":0.7680466175079346},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6566023826599121},{"id":"https://openalex.org/keywords/zero","display_name":"Zero (linguistics)","score":0.6357835531234741},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.5411556959152222},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.4470517039299011},{"id":"https://openalex.org/keywords/digital-electronics","display_name":"Digital electronics","score":0.4387563169002533},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3599541187286377},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35819631814956665},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.21498212218284607},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14460736513137817},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.13464128971099854},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.08304169774055481}],"concepts":[{"id":"https://openalex.org/C14580979","wikidata":"https://www.wikidata.org/wiki/Q876049","display_name":"Very-large-scale integration","level":2,"score":0.7680466175079346},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6566023826599121},{"id":"https://openalex.org/C2780813799","wikidata":"https://www.wikidata.org/wiki/Q3274237","display_name":"Zero (linguistics)","level":2,"score":0.6357835531234741},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.5411556959152222},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.4470517039299011},{"id":"https://openalex.org/C81843906","wikidata":"https://www.wikidata.org/wiki/Q173156","display_name":"Digital electronics","level":3,"score":0.4387563169002533},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3599541187286377},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35819631814956665},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.21498212218284607},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14460736513137817},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13464128971099854},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.08304169774055481},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas56072.2025.11043962","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas56072.2025.11043962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Symposium on Circuits and Systems (ISCAS)","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":25,"referenced_works":["https://openalex.org/W2033700531","https://openalex.org/W2056761961","https://openalex.org/W2164665731","https://openalex.org/W2192203593","https://openalex.org/W2251988125","https://openalex.org/W2288338221","https://openalex.org/W2558479833","https://openalex.org/W2968290676","https://openalex.org/W2998888505","https://openalex.org/W3001589730","https://openalex.org/W3091131165","https://openalex.org/W3102638056","https://openalex.org/W3195748330","https://openalex.org/W4214750255","https://openalex.org/W4220673387","https://openalex.org/W4229455242","https://openalex.org/W4234684342","https://openalex.org/W4280649523","https://openalex.org/W4285161257","https://openalex.org/W4293363567","https://openalex.org/W4312754249","https://openalex.org/W4319586015","https://openalex.org/W4324362188","https://openalex.org/W4380894245","https://openalex.org/W4401819964"],"related_works":["https://openalex.org/W2074502265","https://openalex.org/W4214877189","https://openalex.org/W2773965352","https://openalex.org/W2381179799","https://openalex.org/W4411535265","https://openalex.org/W2980279061","https://openalex.org/W2334685461","https://openalex.org/W2796521923","https://openalex.org/W2770163697","https://openalex.org/W2110521006"],"abstract_inverted_index":{"The":[0,59,82],"heightened":[1],"sensitivity":[2],"of":[3,55,102,106,121],"circuit":[4,23],"behavior":[5,78],"to":[6,39,98,123,135],"manufacturing":[7],"processes":[8],"is":[9,84],"surging":[10],"in":[11,30,35,65,79],"sub-nanometer":[12],"nodes,":[13],"presenting":[14],"a":[15,46,103,118],"formidable":[16],"challenge":[17],"for":[18,51],"high-dimensional":[19],"performance":[20,24,54,101],"modeling.":[21],"Estimating":[22],"variations":[25],"resulting":[26],"from":[27,73],"process":[28],"randomness":[29],"upcoming":[31],"technology":[32,67],"nodes":[33,68],"aids":[34],"implementing":[36],"appropriate":[37],"countermeasures":[38],"handle":[40],"them.":[41],"Addressing":[42],"this,":[43],"we":[44],"introduce":[45],"multi-node":[47],"transfer":[48],"learning":[49],"method":[50,61],"predicting":[52],"the":[53,75,100,112,129],"VLSI":[56],"digital":[57,90],"circuits.":[58,108],"proposed":[60],"facilitates":[62],"Zero-shot":[63],"Learning":[64],"future":[66],"based":[69],"on":[70],"insights":[71],"gained":[72],"analyzing":[74],"circuit\u2019s":[76],"process-induced":[77],"established":[80],"nodes.":[81],"approach":[83],"fast,":[85],"scalable,":[86],"and":[87],"robust,":[88],"leveraging":[89],"standard":[91],"cell":[92],"characterization":[93],"that":[94],"can":[95],"be":[96],"applied":[97],"estimate":[99],"wide":[104],"array":[105],"intricate":[107],"Experimental":[109],"results":[110],"affirm":[111],"approach\u2019s":[113],"exceptional":[114],"data":[115],"efficiency,":[116],"achieving":[117],"speed":[119],"increase":[120],"up":[122],"10<sup":[124],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[125],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">4</sup>":[126],"times,":[127],"all":[128],"while":[130],"maintaining":[131],"superior":[132],"accuracy":[133],"compared":[134],"traditional":[136],"simulators.":[137]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
