{"id":"https://openalex.org/W4402265515","doi":"https://doi.org/10.1109/tcad.2024.3455242","title":"Fast Machine-Learning-Driven Supply Noise-Aware Macromodeling for High-Speed Nonlinear Drivers","display_name":"Fast Machine-Learning-Driven Supply Noise-Aware Macromodeling for High-Speed Nonlinear Drivers","publication_year":2024,"publication_date":"2024-09-05","ids":{"openalex":"https://openalex.org/W4402265515","doi":"https://doi.org/10.1109/tcad.2024.3455242"},"language":"en","primary_location":{"id":"doi:10.1109/tcad.2024.3455242","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3455242","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/A5007149590","display_name":"Songyu Sun","orcid":"https://orcid.org/0000-0003-1203-8324"},"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":"Songyu Sun","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1203-8324","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/A5103163128","display_name":"Xiao Dong","orcid":"https://orcid.org/0000-0002-5993-7776"},"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":"Xiao Dong","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5993-7776","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/A5100427492","display_name":"Qi Sun","orcid":"https://orcid.org/0000-0001-5153-6698"},"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":"Qi Sun","raw_affiliation_strings":["College of Integrated Circuits, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5153-6698","affiliations":[{"raw_affiliation_string":"College of Integrated Circuits, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071383109","display_name":"Xunzhao Yin","orcid":"https://orcid.org/0000-0003-4656-9545"},"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":"Xunzhao Yin","raw_affiliation_strings":["College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4656-9545","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/A5084258789","display_name":"Quan Chen","orcid":"https://orcid.org/0000-0001-5174-8762"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Quan Chen","raw_affiliation_strings":["School of Microelectronics, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5174-8762","affiliations":[{"raw_affiliation_string":"School of Microelectronics, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"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 Integrated Circuits, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2610-7522","affiliations":[{"raw_affiliation_string":"College of Integrated Circuits, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5569,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.6639175,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"44","issue":"3","first_page":"1204","last_page":"1208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.9775000214576721,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.9775000214576721,"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/T12495","display_name":"Electrostatic Discharge in Electronics","score":0.9610999822616577,"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/T11444","display_name":"Electromagnetic Compatibility and Noise Suppression","score":0.9326000213623047,"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":0.6370241641998291},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6172370910644531},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6124608516693115},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37959757447242737},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33723169565200806},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1734926998615265},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12621578574180603}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6370241641998291},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6172370910644531},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6124608516693115},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37959757447242737},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33723169565200806},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1734926998615265},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12621578574180603},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcad.2024.3455242","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcad.2024.3455242","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":0.8100000023841858}],"awards":[{"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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2023095720","https://openalex.org/W2059161696","https://openalex.org/W2097070752","https://openalex.org/W2133268384","https://openalex.org/W2142202849","https://openalex.org/W2142659896","https://openalex.org/W2327830569","https://openalex.org/W2560467685","https://openalex.org/W2903799313","https://openalex.org/W2916787838","https://openalex.org/W2949676527","https://openalex.org/W3000460774","https://openalex.org/W3111684448","https://openalex.org/W3143694037","https://openalex.org/W3146559208","https://openalex.org/W3192464233","https://openalex.org/W3197878121","https://openalex.org/W4210547204","https://openalex.org/W4294068506","https://openalex.org/W4296209134"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Emerging":[0],"domains,":[1],"such":[2],"as":[3,40,42],"artificial":[4],"intelligence,":[5],"5G":[6],"mobile,":[7],"and":[8,25,35],"automotive,":[9],"are":[10],"increasingly":[11],"reliant":[12],"on":[13],"high-speed":[14,48,67],"circuits":[15],"for":[16,52,66,106,149],"efficient":[17,53],"processing,":[18],"in":[19,46],"which":[20,69],"achieving":[21],"high":[22],"operating":[23],"frequencies":[24],"data":[26,33,39,153],"rates":[27],"is":[28,89],"crucial":[29],"to":[30,91,109,122,129],"enable":[31],"productive":[32],"exchange":[34],"rapid":[36],"responses.":[37],"High-speed":[38],"well":[41],"low":[43,83],"noise":[44,81],"margin":[45],"the":[47,73,94,112,124],"serial":[49],"links":[50],"call":[51],"models":[54],"of":[55,76,96,114],"drivers.":[56],"In":[57],"this":[58],"article,":[59],"we":[60,101],"propose":[61],"a":[62,103],"fast":[63],"machine-learning-driven":[64],"macromodel":[65,107,126],"drivers,":[68],"can":[70],"efficiently":[71],"capture":[72],"nonlinear":[74],"characteristics":[75],"drivers":[77],"considering":[78],"dynamic":[79],"supply":[80,98],"with":[82,151],"model":[84,115],"complexity.":[85],"A":[86],"decoupling-superposition":[87],"strategy":[88],"employed":[90],"effectively":[92],"calculate":[93],"impact":[95],"power":[97],"noise.":[99],"Additionally,":[100],"introduce":[102],"piecewise-segmented":[104],"method":[105],"solving":[108],"further":[110],"enhance":[111],"speed":[113],"utilization.":[116],"Experimental":[117],"results":[118],"demonstrate":[119],"that":[120],"compared":[121],"HSPICE,":[123],"proposed":[125],"achieves":[127],"up":[128],"<inline-formula":[130],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[131,137],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">":[132,138],"<tex-math":[133,139],"notation=\"LaTeX\">$50\\times":[134],"$":[135,141],"</tex-math></inline-formula>\u2013<inline-formula":[136],"notation=\"LaTeX\">$1200\\times":[140],"</tex-math></inline-formula>":[142],"speedup":[143],"while":[144],"maintaining":[145],"sufficient":[146],"accuracy,":[147],"even":[148],"signals":[150],"GHz":[152],"rate.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
