{"id":"https://openalex.org/W7135223771","doi":"https://doi.org/10.1109/iccp68926.2025.11427150","title":"Improving Integrated Circuit Manufacturing Flow Through Machine Learning: A Focus on Pre-Silicon Verification","display_name":"Improving Integrated Circuit Manufacturing Flow Through Machine Learning: A Focus on Pre-Silicon Verification","publication_year":2025,"publication_date":"2025-10-16","ids":{"openalex":"https://openalex.org/W7135223771","doi":"https://doi.org/10.1109/iccp68926.2025.11427150"},"language":null,"primary_location":{"id":"doi:10.1109/iccp68926.2025.11427150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp68926.2025.11427150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 21st International Conference on Intelligent Computer Communication and Processing (ICCP)","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/A5038384431","display_name":"Alecsandra Rusu","orcid":null},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Alecsandra Rusu","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Basis of Electronics,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Basis of Electronics,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064954573","display_name":"Marius Neag","orcid":"https://orcid.org/0000-0003-2761-6318"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marius Neag","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Basis of Electronics,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Basis of Electronics,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068845085","display_name":"Marina \u0162opa","orcid":"https://orcid.org/0000-0003-2891-7219"},"institutions":[{"id":"https://openalex.org/I158333966","display_name":"Technical University of Cluj-Napoca","ror":"https://ror.org/03r8nwp71","country_code":"RO","type":"education","lineage":["https://openalex.org/I158333966"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Marina Topa","raw_affiliation_strings":["Technical University of Cluj-Napoca,Department of Basis of Electronics,Cluj-Napoca,Romania"],"affiliations":[{"raw_affiliation_string":"Technical University of Cluj-Napoca,Department of Basis of Electronics,Cluj-Napoca,Romania","institution_ids":["https://openalex.org/I158333966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038384431"],"corresponding_institution_ids":["https://openalex.org/I158333966"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.814647,"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":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.1526000052690506,"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"}},"topics":[{"id":"https://openalex.org/T12122","display_name":"Physical Unclonable Functions (PUFs) and Hardware Security","score":0.1526000052690506,"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"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.09910000115633011,"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/T10763","display_name":"Digital Transformation in Industry","score":0.05559999868273735,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6614000201225281},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.38920000195503235},{"id":"https://openalex.org/keywords/integrated-circuit","display_name":"Integrated circuit","score":0.35179999470710754},{"id":"https://openalex.org/keywords/computer-integrated-manufacturing","display_name":"Computer-integrated manufacturing","score":0.3278000056743622},{"id":"https://openalex.org/keywords/information-flow","display_name":"Information flow","score":0.2685000002384186}],"concepts":[{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6614000201225281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5181000232696533},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.38920000195503235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38029998540878296},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.35120001435279846},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3425000011920929},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.33000001311302185},{"id":"https://openalex.org/C53688548","wikidata":"https://www.wikidata.org/wiki/Q1122190","display_name":"Computer-integrated manufacturing","level":2,"score":0.3278000056743622},{"id":"https://openalex.org/C2779136372","wikidata":"https://www.wikidata.org/wiki/Q10283002","display_name":"Information flow","level":2,"score":0.2685000002384186},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.25859999656677246}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccp68926.2025.11427150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp68926.2025.11427150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 21st International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.4061509668827057}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1975561281","https://openalex.org/W1990470142","https://openalex.org/W2090971357","https://openalex.org/W2102201073","https://openalex.org/W2112488896","https://openalex.org/W2128934898","https://openalex.org/W2135674775","https://openalex.org/W2171019608","https://openalex.org/W2216411451","https://openalex.org/W2270330859","https://openalex.org/W2482869441","https://openalex.org/W2607281691","https://openalex.org/W2754127623","https://openalex.org/W2914263992","https://openalex.org/W2944730674","https://openalex.org/W2952784349","https://openalex.org/W2967073777","https://openalex.org/W2970959587","https://openalex.org/W3022073510","https://openalex.org/W3062658395","https://openalex.org/W3110272915","https://openalex.org/W3112717819","https://openalex.org/W3169517138","https://openalex.org/W4211049957","https://openalex.org/W4223551079","https://openalex.org/W4246157066","https://openalex.org/W4252327938","https://openalex.org/W4304080732","https://openalex.org/W4312968147","https://openalex.org/W4317889697","https://openalex.org/W4385333881","https://openalex.org/W4385333931","https://openalex.org/W4385334234","https://openalex.org/W4387385733","https://openalex.org/W4390639470","https://openalex.org/W4400235630","https://openalex.org/W4401329567","https://openalex.org/W4402592604","https://openalex.org/W4404238734","https://openalex.org/W4404238794","https://openalex.org/W4404870399"],"related_works":[],"abstract_inverted_index":{"Machine":[0],"learning":[1],"(ML)":[2],"has":[3],"become":[4],"an":[5],"increasingly":[6],"important":[7],"component":[8],"in":[9,15,32],"integrated":[10],"circuit":[11],"(IC)":[12],"development,":[13],"particularly":[14],"pre-silicon":[16],"verification.":[17],"Traditional":[18],"methods":[19,76],"often":[20],"face":[21],"challenges":[22],"such":[23],"as":[24],"slow":[25],"processing,":[26],"high":[27],"resource":[28],"demands,":[29],"and":[30,59,80,101],"difficulties":[31],"achieving":[33],"comprehensive":[34],"design":[35,49],"space":[36,50],"coverage.":[37],"In":[38],"contrast,":[39],"adaptive":[40],"ML":[41],"techniques":[42],"concentrate":[43],"on":[44,68],"critical":[45],"regions":[46],"of":[47,71,91],"the":[48,69,89,95],"while":[51],"simultaneously":[52],"ensuring":[53],"extensive":[54],"coverage,":[55],"enabling":[56],"faster":[57],"convergence":[58,70],"lower":[60],"simulation":[61],"costs.":[62],"By":[63],"employing":[64],"stopping":[65],"criteria":[66],"based":[67],"a":[72,99],"cost":[73],"function,":[74],"these":[75],"enhance":[77],"both":[78],"accuracy":[79],"computational":[81],"efficiency.":[82],"As":[83],"IC":[84],"complexity":[85],"continues":[86],"to":[87],"rise,":[88],"integration":[90],"ML-based":[92],"approaches":[93],"into":[94],"manufacturing":[96],"flow":[97],"offers":[98],"practical":[100],"scalable":[102],"path":[103],"toward":[104],"robust,":[105],"cost-effective":[106],"development":[107],"workflows.":[108]},"counts_by_year":[],"updated_date":"2026-03-15T07:15:06.534987","created_date":"2026-03-14T00:00:00"}
