{"id":"https://openalex.org/W7084053393","doi":"https://doi.org/10.1109/metroautomotive64646.2025.11119278","title":"Silicon-Carbide Power Device X-Ray Screening via Attention-Based Deep Network for a Robust Traction-Inverter in Electric Vehicles","display_name":"Silicon-Carbide Power Device X-Ray Screening via Attention-Based Deep Network for a Robust Traction-Inverter in Electric Vehicles","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W7084053393","doi":"https://doi.org/10.1109/metroautomotive64646.2025.11119278"},"language":"en","primary_location":{"id":"doi:10.1109/metroautomotive64646.2025.11119278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroautomotive64646.2025.11119278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Workshop on Metrology for Automotive (MetroAutomotive)","raw_type":"proceedings-article"},"type":"conference-paper","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":null,"display_name":"Francesco Rundo","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Rundo","raw_affiliation_strings":["University of Catania,Math. and C. S. Department,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,Math. and C. S. Department,Catania,Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Giulia Castagnolo","orcid":null},"institutions":[{"id":"https://openalex.org/I131827901","display_name":"STMicroelectronics (Switzerland)","ror":"https://ror.org/00wm3b005","country_code":"CH","type":"company","lineage":["https://openalex.org/I131827901"]},{"id":"https://openalex.org/I4210124177","display_name":"STMicroelectronics (Czechia)","ror":"https://ror.org/03c7ss521","country_code":"CZ","type":"company","lineage":["https://openalex.org/I131827901","https://openalex.org/I4210124177"]},{"id":"https://openalex.org/I4210154781","display_name":"STMicroelectronics (Italy)","ror":"https://ror.org/053bqv655","country_code":"IT","type":"company","lineage":["https://openalex.org/I131827901","https://openalex.org/I4210154781"]}],"countries":["CH","CZ","IT"],"is_corresponding":false,"raw_author_name":"Giulia Castagnolo","raw_affiliation_strings":["STMicroelectronics,QMT, R&#x0026;D Division,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STMicroelectronics,QMT, R&#x0026;D Division,Catania,Italy","institution_ids":["https://openalex.org/I131827901","https://openalex.org/I4210124177","https://openalex.org/I4210154781"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Carmelo Pino","orcid":null},"institutions":[{"id":"https://openalex.org/I131827901","display_name":"STMicroelectronics (Switzerland)","ror":"https://ror.org/00wm3b005","country_code":"CH","type":"company","lineage":["https://openalex.org/I131827901"]},{"id":"https://openalex.org/I4210124177","display_name":"STMicroelectronics (Czechia)","ror":"https://ror.org/03c7ss521","country_code":"CZ","type":"company","lineage":["https://openalex.org/I131827901","https://openalex.org/I4210124177"]},{"id":"https://openalex.org/I4210154781","display_name":"STMicroelectronics (Italy)","ror":"https://ror.org/053bqv655","country_code":"IT","type":"company","lineage":["https://openalex.org/I131827901","https://openalex.org/I4210154781"]}],"countries":["CH","CZ","IT"],"is_corresponding":false,"raw_author_name":"Carmelo Pino","raw_affiliation_strings":["STMicroelectronics,QMT, R&#x0026;D Division,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STMicroelectronics,QMT, R&#x0026;D Division,Catania,Italy","institution_ids":["https://openalex.org/I131827901","https://openalex.org/I4210124177","https://openalex.org/I4210154781"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Massimo O. Spata","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Massimo O. Spata","raw_affiliation_strings":["University of Catania,Math. and C. S. Department,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,Math. and C. S. Department,Catania,Italy","institution_ids":["https://openalex.org/I39063666"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Angelo A. Messina","orcid":null},"institutions":[{"id":"https://openalex.org/I131827901","display_name":"STMicroelectronics (Switzerland)","ror":"https://ror.org/00wm3b005","country_code":"CH","type":"company","lineage":["https://openalex.org/I131827901"]},{"id":"https://openalex.org/I4210124177","display_name":"STMicroelectronics (Czechia)","ror":"https://ror.org/03c7ss521","country_code":"CZ","type":"company","lineage":["https://openalex.org/I131827901","https://openalex.org/I4210124177"]}],"countries":["CH","CZ"],"is_corresponding":false,"raw_author_name":"Angelo A. Messina","raw_affiliation_strings":["STMicroelectronics,IPA Division,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"STMicroelectronics,IPA Division,Catania,Italy","institution_ids":["https://openalex.org/I131827901","https://openalex.org/I4210124177"]}]},{"author_position":"last","author":{"id":null,"display_name":"Sebastiano Battiato","orcid":null},"institutions":[{"id":"https://openalex.org/I39063666","display_name":"University of Catania","ror":"https://ror.org/03a64bh57","country_code":"IT","type":"education","lineage":["https://openalex.org/I39063666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sebastiano Battiato","raw_affiliation_strings":["University of Catania,Math. and C. S. Department,Catania,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Catania,Math. and C. S. Department,Catania,Italy","institution_ids":["https://openalex.org/I39063666"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"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":0.51675579,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12639","display_name":"Global Energy and Sustainability Research","score":0.054499998688697815,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12639","display_name":"Global Energy and Sustainability Research","score":0.054499998688697815,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13050","display_name":"Oil and Gas Production Techniques","score":0.0364999994635582,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T14224","display_name":"Oil, Gas, and Environmental Issues","score":0.033900000154972076,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6769000291824341},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5888000130653381},{"id":"https://openalex.org/keywords/silicon-carbide","display_name":"Silicon carbide","score":0.541100025177002},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.4821999967098236},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4767000079154968},{"id":"https://openalex.org/keywords/jacobian-matrix-and-determinant","display_name":"Jacobian matrix and determinant","score":0.41990000009536743},{"id":"https://openalex.org/keywords/power-semiconductor-device","display_name":"Power semiconductor device","score":0.36160001158714294},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.3537999987602234}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6769000291824341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5975000262260437},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5888000130653381},{"id":"https://openalex.org/C2780722187","wikidata":"https://www.wikidata.org/wiki/Q412356","display_name":"Silicon carbide","level":2,"score":0.541100025177002},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.5041999816894531},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.4821999967098236},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4767000079154968},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.44519999623298645},{"id":"https://openalex.org/C200331156","wikidata":"https://www.wikidata.org/wiki/Q506041","display_name":"Jacobian matrix and determinant","level":2,"score":0.41990000009536743},{"id":"https://openalex.org/C129014197","wikidata":"https://www.wikidata.org/wiki/Q906544","display_name":"Power semiconductor device","level":3,"score":0.36160001158714294},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.3537999987602234},{"id":"https://openalex.org/C141812795","wikidata":"https://www.wikidata.org/wiki/Q7236534","display_name":"Power module","level":3,"score":0.3440000116825104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32670000195503235},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3203999996185303},{"id":"https://openalex.org/C89227174","wikidata":"https://www.wikidata.org/wiki/Q2388981","display_name":"Electric power system","level":3,"score":0.31679999828338623},{"id":"https://openalex.org/C3019950295","wikidata":"https://www.wikidata.org/wiki/Q2041172","display_name":"Measurement device","level":2,"score":0.3100999891757965},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3000999987125397},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29910001158714294},{"id":"https://openalex.org/C40293303","wikidata":"https://www.wikidata.org/wiki/Q27137","display_name":"Electric power","level":3,"score":0.29420000314712524},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2770000100135803},{"id":"https://openalex.org/C178911571","wikidata":"https://www.wikidata.org/wiki/Q593143","display_name":"Power electronics","level":3,"score":0.2728999853134155},{"id":"https://openalex.org/C2777418626","wikidata":"https://www.wikidata.org/wiki/Q2584887","display_name":"Electrical capacitance tomography","level":4,"score":0.2711000144481659},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C38834483","wikidata":"https://www.wikidata.org/wiki/Q17000223","display_name":"Traction (geology)","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C72293138","wikidata":"https://www.wikidata.org/wiki/Q909741","display_name":"Temperature measurement","level":2,"score":0.26269999146461487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/metroautomotive64646.2025.11119278","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroautomotive64646.2025.11119278","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Workshop on Metrology for Automotive (MetroAutomotive)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5500100255012512}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2364248075","https://openalex.org/W2962821226","https://openalex.org/W2985132266","https://openalex.org/W3034713821","https://openalex.org/W3168854508","https://openalex.org/W4200368269","https://openalex.org/W4214884625","https://openalex.org/W4294691713","https://openalex.org/W4310985121","https://openalex.org/W4362734521","https://openalex.org/W4384080725","https://openalex.org/W4386323656","https://openalex.org/W4388823657","https://openalex.org/W4392103641","https://openalex.org/W4395030270","https://openalex.org/W4398775142","https://openalex.org/W4399039820","https://openalex.org/W4403088012","https://openalex.org/W4404276109"],"related_works":[],"abstract_inverted_index":{"The":[0],"rapid":[1],"adoption":[2],"of":[3,106,116,131],"Electric":[4],"Vehicles":[5],"(EVs)":[6],"demands":[7],"high-efficiency":[8],"Silicon":[9],"Carbide":[10],"(SiC)":[11],"power":[12,28,98,135],"devices,":[13],"essential":[14],"for":[15,43,64],"their":[16],"superior":[17],"thermal":[18],"stability":[19],"and":[20,52,127],"high-frequency":[21],"switching":[22],"performance.":[23],"However,":[24],"defects":[25],"in":[26,31,123],"SiC":[27,66,97,132],"modules,":[29],"particularly":[30],"traction":[32],"inverters,":[33],"enable":[34],"reliability":[35,130],"risks.":[36],"X-ray":[37,70,120],"inspection":[38,68,121],"is":[39,50],"a":[40,60,79],"key":[41],"technique":[42],"defect":[44,67,125],"detection,":[45],"yet":[46],"traditional":[47],"manual":[48],"analysis":[49],"error-prone":[51],"resource-intensive.":[53],"To":[54],"address":[55],"this,":[56],"the":[57,114,117,129],"authors":[58],"propose":[59],"deep":[61],"learning":[62],"framework":[63],"automated":[65],"using":[69],"imaging.":[71],"Our":[72],"approach":[73],"integrates":[74],"Multi-Head":[75],"Attention":[76],"(MHA)":[77],"within":[78],"YOLOv5based":[80],"architecture,":[81],"combined":[82],"with":[83],"Jacobian":[84],"regularization":[85],"to":[86],"enhance":[87],"robustness":[88],"against":[89],"imaging":[90],"distortions.":[91],"Experimental":[92],"validation":[93],"on":[94],"ACEPACK/TPACK":[95],"DRIVE":[96],"modules":[99],"from":[100],"STMicroelectronics":[101],"achieves":[102],"an":[103],"average":[104],"accuracy":[105],"93%,":[107],"outperforming":[108],"state-of-the-art":[109],"models.":[110],"These":[111],"results":[112],"confirm":[113],"effectiveness":[115],"proposed":[118],"AI-driven":[119],"system":[122],"improving":[124],"detection":[126],"ensuring":[128],"based":[133],"EV":[134],"systems.":[136]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
