{"id":"https://openalex.org/W4410394214","doi":"https://doi.org/10.1109/irps48204.2025.10983709","title":"Machine Learning Powered Single Event Latch-up (SEL) Failure Rate Prediction Methodology in Advanced Bulk FinFET Technology","display_name":"Machine Learning Powered Single Event Latch-up (SEL) Failure Rate Prediction Methodology in Advanced Bulk FinFET Technology","publication_year":2025,"publication_date":"2025-03-30","ids":{"openalex":"https://openalex.org/W4410394214","doi":"https://doi.org/10.1109/irps48204.2025.10983709"},"language":"en","primary_location":{"id":"doi:10.1109/irps48204.2025.10983709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/irps48204.2025.10983709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Reliability Physics Symposium (IRPS)","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/A5001359685","display_name":"Tzu-Hao Chiang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tzu-Hao Chiang","raw_affiliation_strings":["Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104095160","display_name":"Chien-Yao Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chien-Yao Huang","raw_affiliation_strings":["Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017875914","display_name":"Jam-Wem Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jam-Wem Lee","raw_affiliation_strings":["Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032577494","display_name":"Kuo-Ji Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kuo-Ji Chen","raw_affiliation_strings":["Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034065846","display_name":"Ming-Hsiang Song","orcid":null},"institutions":[{"id":"https://openalex.org/I4210120917","display_name":"Taiwan Semiconductor Manufacturing Company (Taiwan)","ror":"https://ror.org/02wx79d08","country_code":"TW","type":"company","lineage":["https://openalex.org/I4210120917"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Ming-Hsiang Song","raw_affiliation_strings":["Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taiwan Semiconductor Manufacturing Company,ESD/EOS Technology Department,Hsinchu,Taiwan","institution_ids":["https://openalex.org/I4210120917"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07521273,"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":0.9991999864578247,"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":0.9991999864578247,"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/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9979000091552734,"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/computer-science","display_name":"Computer science","score":0.5714865922927856},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5327869057655334},{"id":"https://openalex.org/keywords/failure-rate","display_name":"Failure rate","score":0.5180016160011292},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.5164580345153809},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37290096282958984},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25064221024513245},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06309643387794495}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5714865922927856},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5327869057655334},{"id":"https://openalex.org/C163164238","wikidata":"https://www.wikidata.org/wiki/Q2737027","display_name":"Failure rate","level":2,"score":0.5180016160011292},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5164580345153809},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37290096282958984},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25064221024513245},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06309643387794495},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/irps48204.2025.10983709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/irps48204.2025.10983709","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Reliability Physics Symposium (IRPS)","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":13,"referenced_works":["https://openalex.org/W1966553657","https://openalex.org/W1992835324","https://openalex.org/W2045662309","https://openalex.org/W2110421283","https://openalex.org/W2621284317","https://openalex.org/W2766582323","https://openalex.org/W2998004632","https://openalex.org/W3012135218","https://openalex.org/W3119773381","https://openalex.org/W4220699563","https://openalex.org/W4308092238","https://openalex.org/W4366091323","https://openalex.org/W4403210642"],"related_works":["https://openalex.org/W2372318178","https://openalex.org/W3209466718","https://openalex.org/W2337334590","https://openalex.org/W2524718329","https://openalex.org/W3216201951","https://openalex.org/W1530507059","https://openalex.org/W2355543518","https://openalex.org/W2267274201","https://openalex.org/W2143925077","https://openalex.org/W3168522962"],"abstract_inverted_index":{"A":[0],"breakthrough":[1],"in":[2,31,66],"chip-level":[3,77],"single":[4],"event":[5],"latch-up":[6],"(SEL)":[7],"methodology":[8],"is":[9],"achieved":[10],"by":[11],"machine":[12],"learning":[13],"(ML)":[14],"techniques":[15],"to":[16,50,68],"precisely":[17],"predict":[18],"the":[19,42,52,69,90],"SEL":[20,44,78,92],"failure":[21],"rates":[22],"covering":[23],"both":[24],"CMOS":[25],"logic":[26],"design":[27],"and":[28,46,60,81],"process":[29],"variations":[30],"advanced":[32],"bulk":[33],"FinFET":[34],"technology.":[35],"With":[36],"sufficiently":[37],"large":[38],"data":[39],"collection":[40],"from":[41],"accelerated":[43],"experiment":[45],"a":[47],"physics-informed":[48],"approach":[49],"train":[51],"artificial":[53],"feedforward":[54],"neural":[55],"network":[56],"model,":[57],"high":[58],"accuracy":[59],"physical":[61],"interpretability":[62],"are":[63],"successfully":[64],"consolidated":[65],"comparison":[67],"experimental":[70],"results.":[71],"Through":[72],"such":[73],"ML-powered":[74],"prediction":[75],"methodology,":[76],"local":[79],"hardening":[80],"design-technology":[82],"co-optimization":[83],"(DTCO)":[84],"can":[85],"be":[86],"realized":[87],"based":[88],"on":[89],"comprehensive":[91],"performance":[93],"evaluation.":[94]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
