{"id":"https://openalex.org/W4401568763","doi":"https://doi.org/10.23919/date58400.2024.10546799","title":"A Graph-Learning-Driven Prediction Method for Combined Electromigration and Thermomigration Stress on Multi-Segment Interconnects","display_name":"A Graph-Learning-Driven Prediction Method for Combined Electromigration and Thermomigration Stress on Multi-Segment Interconnects","publication_year":2024,"publication_date":"2024-03-25","ids":{"openalex":"https://openalex.org/W4401568763","doi":"https://doi.org/10.23919/date58400.2024.10546799"},"language":"en","primary_location":{"id":"doi:10.23919/date58400.2024.10546799","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date58400.2024.10546799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Design, Automation &amp;amp; Test in Europe Conference &amp;amp; Exhibition (DATE)","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/A5113333696","display_name":"Yunfan Zuo","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yunfan Zuo","raw_affiliation_strings":["Southeast University"],"affiliations":[{"raw_affiliation_string":"Southeast University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047828841","display_name":"Yuyang Ye","orcid":"https://orcid.org/0000-0001-9527-8811"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuyang Ye","raw_affiliation_strings":["Southeast University"],"affiliations":[{"raw_affiliation_string":"Southeast University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101893795","display_name":"Hongchao Zhang","orcid":"https://orcid.org/0000-0003-2518-6975"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hongchao Zhang","raw_affiliation_strings":["Southeast University"],"affiliations":[{"raw_affiliation_string":"Southeast University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022945347","display_name":"Tinghuan Chen","orcid":"https://orcid.org/0000-0002-9195-6619"},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Tinghuan Chen","raw_affiliation_strings":["CUHK"],"affiliations":[{"raw_affiliation_string":"CUHK","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101657315","display_name":"Yan Hao","orcid":"https://orcid.org/0000-0002-1868-3087"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao Yan","raw_affiliation_strings":["Southeast University"],"affiliations":[{"raw_affiliation_string":"Southeast University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101499715","display_name":"Longxing Shi","orcid":"https://orcid.org/0000-0002-0629-7154"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Longxing Shi","raw_affiliation_strings":["Southeast University"],"affiliations":[{"raw_affiliation_string":"Southeast University","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5113333696"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7553,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.66317525,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11661","display_name":"Copper Interconnects and Reliability","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11661","display_name":"Copper Interconnects and Reliability","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12084","display_name":"Synthesis and properties of polymers","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10460","display_name":"Electronic Packaging and Soldering Technologies","score":0.9585999846458435,"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/electromigration","display_name":"Electromigration","score":0.9911364316940308},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5570517182350159},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.4633496403694153},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4629538655281067},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.444820761680603},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.18704012036323547},{"id":"https://openalex.org/keywords/composite-material","display_name":"Composite material","score":0.1103728711605072}],"concepts":[{"id":"https://openalex.org/C138055206","wikidata":"https://www.wikidata.org/wiki/Q1319010","display_name":"Electromigration","level":2,"score":0.9911364316940308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5570517182350159},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4633496403694153},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4629538655281067},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.444820761680603},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.18704012036323547},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.1103728711605072},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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:10.23919/date58400.2024.10546799","is_oa":false,"landing_page_url":"https://doi.org/10.23919/date58400.2024.10546799","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Design, Automation &amp;amp; Test in Europe Conference &amp;amp; Exhibition (DATE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5600000023841858,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1990215011","https://openalex.org/W2077395645","https://openalex.org/W2081786181","https://openalex.org/W2343272038","https://openalex.org/W2792413301","https://openalex.org/W2792466411","https://openalex.org/W2950697450","https://openalex.org/W2964015378","https://openalex.org/W2975937460","https://openalex.org/W3025958956","https://openalex.org/W3040013232","https://openalex.org/W3114292887","https://openalex.org/W3210573375","https://openalex.org/W3213035978","https://openalex.org/W4200421630","https://openalex.org/W4232263905","https://openalex.org/W4245958820","https://openalex.org/W4285026481","https://openalex.org/W4297733535","https://openalex.org/W4312121084","https://openalex.org/W4312121140","https://openalex.org/W6745537798","https://openalex.org/W6846305183"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2004615523","https://openalex.org/W2055638565","https://openalex.org/W2138118262","https://openalex.org/W2542708587","https://openalex.org/W4229007131","https://openalex.org/W2364197307","https://openalex.org/W4381800218","https://openalex.org/W2034853009"],"abstract_inverted_index":{"As":[0],"technology":[1],"advances,":[2],"the":[3,7,17,58,64,120,142],"temperature":[4],"gradient":[5],"in":[6,37,51,94,140],"interconnects":[8,71,99],"becomes":[9],"more":[10],"significant,":[11],"which":[12],"causes":[13],"serious":[14],"thermomigration.":[15],"Simulating":[16],"coupling":[18],"effects":[19,59],"of":[20,60,69,98,113,127],"thermomigration":[21],"(TM)":[22],"and":[23,73,96],"electromigration":[24],"(EM)":[25],"on":[26,80],"large-scale":[27,70],"circuits":[28],"is":[29],"very":[30],"time-consuming":[31],"caused":[32],"by":[33],"a":[34,77,86,147],"substantial":[35],"increase":[36],"computational":[38],"complexity.":[39],"Recently,":[40],"some":[41],"researchers":[42],"utilized":[43],"graph":[44],"learning-based":[45],"methods":[46],"to":[47,119],"predict":[48,63],"EM":[49,65],"stress":[50,68],"medium-scale":[52],"cases.":[53],"Unfortunately,":[54],"these":[55],"works":[56],"overlooked":[57],"TM.":[61],"To":[62],"-":[66],"TM":[67],"accurately":[72],"efficiently,":[74],"we":[75],"propose":[76],"framework":[78],"based":[79],"Graph":[81],"Attention":[82],"Networks":[83],"(GATs)":[84],"with":[85,146],"customized":[87],"alternating":[88],"aggregation":[89],"method":[90,134],"for":[91,124],"collecting":[92],"information":[93],"junctions":[95],"branches":[97],"jointly.":[100],"The":[101],"experimental":[102],"results":[103],"show":[104],"that":[105],"our":[106,133],"work":[107],"achieves":[108,136],"an":[109],"average":[110],"relative":[111],"error":[112],"less":[114],"than":[115,129],"1":[116],"%":[117],"compared":[118],"commercial":[121],"software":[122],"COMSOL":[123],"inter-connects":[125],"consisting":[126],"fewer":[128],"200":[130],"segments.":[131],"Furthermore,":[132],"also":[135],"9037":[137],"x":[138],"speedup":[139],"predicting":[141],"OpenROAD":[143],"test":[144],"circuit":[145],"maximum":[148],"segment":[149],"number":[150],"reaching":[151],"10807.":[152]},"counts_by_year":[{"year":2025,"cited_by_count":6}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}
