{"id":"https://openalex.org/W4410359284","doi":"https://doi.org/10.1109/tim.2025.3569929","title":"HMC Method for Defect Classification and Location of Postbond TSVs","display_name":"HMC Method for Defect Classification and Location of Postbond TSVs","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410359284","doi":"https://doi.org/10.1109/tim.2025.3569929"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3569929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3569929","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5049352548","display_name":"Changle Zhi","orcid":"https://orcid.org/0000-0003-3156-0564"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changle Zhi","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0003-3156-0564","affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082281062","display_name":"Gang Dong","orcid":"https://orcid.org/0000-0001-6557-2286"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Dong","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0001-6557-2286","affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109672249","display_name":"Deguang Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deguang Yang","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0009-0316-3474","affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059052067","display_name":"Daihang Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Daihang Liu","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0009-0005-6262-098X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039575274","display_name":"Zhangming Zhu","orcid":"https://orcid.org/0000-0002-7764-1928"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangming Zhu","raw_affiliation_strings":["Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China"],"raw_orcid":"https://orcid.org/0000-0002-7764-1928","affiliations":[{"raw_affiliation_string":"Key Laboratory of Analog Integrated Circuits and Systems (Ministry of Education), School of Integrated Circuits, Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Integrated Circuits, Key Laboratory of Analog Integrated Circuits and Systems ( Ministry of Education ), Xidian University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0730286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11527","display_name":"3D IC and TSV technologies","score":0.998199999332428,"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/T11527","display_name":"3D IC and TSV technologies","score":0.998199999332428,"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/T11338","display_name":"Advancements in Photolithography Techniques","score":0.9918000102043152,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9890000224113464,"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/computer-science","display_name":"Computer science","score":0.47820186614990234},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.32968103885650635},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3271968364715576}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47820186614990234},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32968103885650635},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3271968364715576}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3569929","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3569929","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1981401797","display_name":null,"funder_award_id":"U23A20291","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2320218852","display_name":null,"funder_award_id":"62021004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8921095769","display_name":null,"funder_award_id":"62404171","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":48,"referenced_works":["https://openalex.org/W1980179845","https://openalex.org/W2004420027","https://openalex.org/W2021258871","https://openalex.org/W2029390138","https://openalex.org/W2033330932","https://openalex.org/W2080887144","https://openalex.org/W2138951112","https://openalex.org/W2160837841","https://openalex.org/W2523506906","https://openalex.org/W2544700952","https://openalex.org/W2563760349","https://openalex.org/W2790997597","https://openalex.org/W2808441591","https://openalex.org/W2894617656","https://openalex.org/W2895251193","https://openalex.org/W2908887688","https://openalex.org/W2971153205","https://openalex.org/W2981530795","https://openalex.org/W2987894383","https://openalex.org/W2991632793","https://openalex.org/W2998506103","https://openalex.org/W3011785450","https://openalex.org/W3022256090","https://openalex.org/W3082658896","https://openalex.org/W3089000715","https://openalex.org/W3148506408","https://openalex.org/W3188464007","https://openalex.org/W3200702695","https://openalex.org/W3204630330","https://openalex.org/W3204960448","https://openalex.org/W3216969643","https://openalex.org/W3217801277","https://openalex.org/W4210331506","https://openalex.org/W4214521503","https://openalex.org/W4293146975","https://openalex.org/W4293371112","https://openalex.org/W4297032573","https://openalex.org/W4310720361","https://openalex.org/W4312327624","https://openalex.org/W4375952871","https://openalex.org/W4385187303","https://openalex.org/W4385413316","https://openalex.org/W4387846379","https://openalex.org/W4392502206","https://openalex.org/W4392607785","https://openalex.org/W4400647552","https://openalex.org/W6752122265","https://openalex.org/W6784745436"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4404995717","https://openalex.org/W2016187641","https://openalex.org/W4404725684","https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W4409278740","https://openalex.org/W2898370298"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"based":[3,52,62,138],"on":[4,53,63,139],"S-parameter":[5],"testing,":[6],"a":[7,12,41,48,68,94],"defect":[8,38,49,99,145],"detection":[9],"flow":[10,96,107],"using":[11],"hierarchical-level":[13],"neural":[14,69,89,116],"network,":[15],"can":[16],"successfully":[17],"achieve":[18],"the":[19,37,64,140],"classification":[20,44,85,132,136,146],"and":[21,34,102,120,147],"location":[22,103],"of":[23],"five":[24],"common":[25],"defects.":[26],"This":[27,106],"work":[28],"categorizes":[29],"TSV":[30,98],"defects":[31],"into":[32],"A-":[33],"B-types,":[35],"framing":[36],"issue":[39],"as":[40,112],"hierarchical":[42,83],"multi-label":[43,84],"(HMC)":[45],"problem.":[46],"First,":[47],"modeling":[50,114],"approach":[51],"measurement":[54],"benchmarks":[55],"is":[56,104],"used":[57],"to":[58,129],"construct":[59],"datasets.":[60],"Subsequently,":[61],"proposed":[65,135],"training":[66,118],"strategy,":[67,115,119],"network":[70,117],"model":[71,142],"with":[72,86],"multiple":[73],"local":[74,87],"models":[75],"for":[76,97],"three":[77],"hierarchical-levels":[78],"has":[79],"been":[80],"trained,":[81],"named":[82],"deep":[88],"networks":[90],"(HMC-LDNN)":[91],"model.":[92],"Then,":[93],"complete":[95],"detection,":[100],"classification,":[101],"proposed.":[105],"covers":[108],"various":[109],"aspects":[110],"such":[111],"EM":[113],"measuring":[121],"strategy.":[122],"After":[123],"testcases,":[124],"confusion":[125],"matrices":[126],"are":[127],"verified":[128],"have":[130],"good":[131],"indices.":[133],"The":[134],"method":[137],"HMC-LDNN":[141],"demonstrates":[143],"superior":[144],"localization":[148],"performance.":[149]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
