{"id":"https://openalex.org/W4389692491","doi":"https://doi.org/10.1109/tcad.2023.3342603","title":"Dynamic Supply Noise Aware Timing Analysis With JIT Machine Learning Integration","display_name":"Dynamic Supply Noise Aware Timing Analysis With JIT Machine Learning Integration","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4389692491","doi":"https://doi.org/10.1109/tcad.2023.3342603"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2023.3342603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2023.3342603","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-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/A5100411560","display_name":"Yufei Chen","orcid":"https://orcid.org/0000-0003-4947-2917"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yufei Chen","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039573083","display_name":"Zizheng Guo","orcid":"https://orcid.org/0000-0002-0724-5356"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zizheng Guo","raw_affiliation_strings":["School of Integrated Circuits, Peking University, Beijing, China","Institute of Electronic Design Automation, Peking University, Wuxi, China"],"raw_orcid":"https://orcid.org/0000-0002-0724-5356","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Electronic Design Automation, Peking University, Wuxi, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002760019","display_name":"Runsheng Wang","orcid":"https://orcid.org/0000-0002-7514-0767"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runsheng Wang","raw_affiliation_strings":["School of Integrated Circuits, Peking University, Beijing, China","Institute of Electronic Design Automation, Peking University, Wuxi, China"],"raw_orcid":"https://orcid.org/0000-0002-7514-0767","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Electronic Design Automation, Peking University, Wuxi, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062886480","display_name":"Ru Huang","orcid":"https://orcid.org/0000-0002-8146-4821"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ru Huang","raw_affiliation_strings":["School of Integrated Circuits, Peking University, Beijing, China","Institute of Electronic Design Automation, Peking University, Wuxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Electronic Design Automation, Peking University, Wuxi, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000933188","display_name":"Yibo Lin","orcid":"https://orcid.org/0000-0002-0977-2774"},"institutions":[{"id":"https://openalex.org/I20231570","display_name":"Peking University","ror":"https://ror.org/02v51f717","country_code":"CN","type":"education","lineage":["https://openalex.org/I20231570"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibo Lin","raw_affiliation_strings":["School of Integrated Circuits, Peking University, Beijing, China","Institute of Electronic Design Automation, Peking University, Wuxi, China"],"raw_orcid":"https://orcid.org/0000-0002-0977-2774","affiliations":[{"raw_affiliation_string":"School of Integrated Circuits, Peking University, Beijing, China","institution_ids":["https://openalex.org/I20231570"]},{"raw_affiliation_string":"Institute of Electronic Design Automation, Peking University, Wuxi, China","institution_ids":["https://openalex.org/I20231570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054211420","display_name":"Cheng Zhuo","orcid":"https://orcid.org/0000-0002-2610-7522"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Zhuo","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2610-7522","affiliations":[{"raw_affiliation_string":"College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9291,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.75001364,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"43","issue":"5","first_page":"1511","last_page":"1524"},"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9993000030517578,"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/T10363","display_name":"Low-power high-performance VLSI design","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"}}],"keywords":[{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6596869826316833},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6132960319519043},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.48583313822746277},{"id":"https://openalex.org/keywords/static-timing-analysis","display_name":"Static timing analysis","score":0.48257747292518616},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4451582729816437},{"id":"https://openalex.org/keywords/weibull-distribution","display_name":"Weibull distribution","score":0.4171040654182434},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18339917063713074},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.112201988697052},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.08832335472106934}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6596869826316833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6132960319519043},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.48583313822746277},{"id":"https://openalex.org/C93682380","wikidata":"https://www.wikidata.org/wiki/Q2025226","display_name":"Static timing analysis","level":2,"score":0.48257747292518616},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4451582729816437},{"id":"https://openalex.org/C173291955","wikidata":"https://www.wikidata.org/wiki/Q732332","display_name":"Weibull distribution","level":2,"score":0.4171040654182434},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18339917063713074},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.112201988697052},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.08832335472106934},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2023.3342603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2023.3342603","pdf_url":null,"source":{"id":"https://openalex.org/S100835903","display_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","issn_l":"0278-0070","issn":["0278-0070","1937-4151"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G2781527179","display_name":null,"funder_award_id":"62034007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6937851730","display_name":null,"funder_award_id":"62141404","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1529100118","https://openalex.org/W1974368829","https://openalex.org/W2101100398","https://openalex.org/W2109791184","https://openalex.org/W2136475110","https://openalex.org/W2156749158","https://openalex.org/W2160055399","https://openalex.org/W2168370402","https://openalex.org/W2297848818","https://openalex.org/W2520279918","https://openalex.org/W2799462322","https://openalex.org/W2900015380","https://openalex.org/W2945804086","https://openalex.org/W2994686007","https://openalex.org/W3013164405","https://openalex.org/W3016255749","https://openalex.org/W3092027164","https://openalex.org/W3151751772","https://openalex.org/W4233794767","https://openalex.org/W4238696474","https://openalex.org/W4238749172","https://openalex.org/W4240408910","https://openalex.org/W4247373393","https://openalex.org/W4252769808","https://openalex.org/W4281751660","https://openalex.org/W4293023278","https://openalex.org/W4300865726","https://openalex.org/W4307641039","https://openalex.org/W6631190155","https://openalex.org/W6638667902"],"related_works":["https://openalex.org/W3083898685","https://openalex.org/W1973754976","https://openalex.org/W189075692","https://openalex.org/W4220847856","https://openalex.org/W4220801072","https://openalex.org/W2374817159","https://openalex.org/W4220691425","https://openalex.org/W2328223263","https://openalex.org/W4226215114","https://openalex.org/W4220758860"],"abstract_inverted_index":{"The":[0,106],"incessant":[1],"decrease":[2],"in":[3,41,96],"transistor":[4],"size":[5],"has":[6],"led":[7],"to":[8,73,161],"reduced":[9],"voltage":[10],"noise":[11,79],"margins":[12],"and":[13,43,87,102,145,174],"exacerbated":[14],"power":[15,36,77],"integrity":[16],"challenges.":[17],"This":[18,65],"trend":[19],"intensifies":[20],"concerns":[21],"about":[22],"the":[23,68,123,138,151,157],"efficacy":[24],"of":[25,169],"conventional":[26],"static":[27],"timing":[28,92,107,110,158],"analysis":[29],"(STA),":[30],"which":[31],"traditionally":[32],"assumes":[33],"a":[34,53,117],"constant":[35],"supply":[37,78],"level,":[38],"often":[39],"resulting":[40],"imprecise":[42],"overly":[44],"conservative":[45],"outcomes.":[46],"To":[47],"address":[48],"this,":[49],"this":[50],"paper":[51],"proposes":[52],"dynamic-noise-aware":[54],"STA":[55,139],"engine":[56],"enhanced":[57],"by":[58,116,127],"just-in-time":[59],"(JIT)":[60],"machine":[61],"learning":[62],"(ML)":[63],"integration.":[64],"approach":[66],"employs":[67],"Weibull":[69],"cumulative":[70],"distribution":[71],"function":[72],"accurately":[74,155],"represent":[75],"dynamic":[76,162],"(PSN).":[80],"We":[81],"perform":[82],"gate-level":[83],"characterization,":[84],"assessing":[85],"delay":[86,178],"transition":[88,98],"time":[89],"for":[90,108,171,176],"each":[91,109],"arc":[93,111],"under":[94],"variations":[95],"input":[97],"time,":[99],"output":[100],"capacitance,":[101],"three":[103],"PSN-aware":[104],"parameters.":[105],"can":[112,154],"then":[113],"be":[114],"predicted":[115],"multilayer":[118],"perceptron":[119],"(MLP),":[120],"trained":[121,134],"with":[122,164],"characterization":[124],"data.":[125],"Finally,":[126],"incorporating":[128],"JIT":[129],"compilation":[130],"techniques,":[131],"we":[132],"integrate":[133],"MLP":[135],"models":[136],"into":[137],"engine,":[140],"achieving":[141],"both":[142],"computational":[143],"efficiency":[144],"flexibility.":[146],"Experimental":[147],"results":[148],"show":[149],"that":[150],"proposed":[152],"method":[153],"estimate":[156],"fluctuation":[159],"due":[160],"PSN,":[163],"an":[165],"average":[166],"relative":[167],"error":[168],"4.89%":[170],"single-cell":[172],"estimations":[173],"6.27%":[175],"path":[177],"estimations.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":8}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
