{"id":"https://openalex.org/W4410887743","doi":"https://doi.org/10.1109/isqed65160.2025.11014380","title":"Machine Learning Assisted Magnetic-Core Coupled Inductor Design for Interleaved Buck Converter","display_name":"Machine Learning Assisted Magnetic-Core Coupled Inductor Design for Interleaved Buck Converter","publication_year":2025,"publication_date":"2025-04-23","ids":{"openalex":"https://openalex.org/W4410887743","doi":"https://doi.org/10.1109/isqed65160.2025.11014380"},"language":"en","primary_location":{"id":"doi:10.1109/isqed65160.2025.11014380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed65160.2025.11014380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 26th International Symposium on Quality Electronic Design (ISQED)","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":"https://openalex.org/A5081489725","display_name":"Maliha Elma","orcid":"https://orcid.org/0000-0001-8668-085X"},"institutions":[{"id":"https://openalex.org/I57328836","display_name":"North Dakota State University","ror":"https://ror.org/05h1bnb22","country_code":"US","type":"education","lineage":["https://openalex.org/I57328836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Maliha Elma","raw_affiliation_strings":["North Dakota State University,Department of Electrical and Computer Engineering,Fargo,ND,USA,58105"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Dakota State University,Department of Electrical and Computer Engineering,Fargo,ND,USA,58105","institution_ids":["https://openalex.org/I57328836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054629324","display_name":"Navya Goli","orcid":null},"institutions":[{"id":"https://openalex.org/I57328836","display_name":"North Dakota State University","ror":"https://ror.org/05h1bnb22","country_code":"US","type":"education","lineage":["https://openalex.org/I57328836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Navya Goli","raw_affiliation_strings":["North Dakota State University,Department of Electrical and Computer Engineering,Fargo,ND,USA,58105"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Dakota State University,Department of Electrical and Computer Engineering,Fargo,ND,USA,58105","institution_ids":["https://openalex.org/I57328836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076972812","display_name":"Umamaheswara Rao Tida","orcid":"https://orcid.org/0000-0002-9724-1585"},"institutions":[{"id":"https://openalex.org/I57328836","display_name":"North Dakota State University","ror":"https://ror.org/05h1bnb22","country_code":"US","type":"education","lineage":["https://openalex.org/I57328836"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Umamaheswara Rao Tida","raw_affiliation_strings":["North Dakota State University,Department of Electrical and Computer Engineering,Fargo,ND,USA,58105"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Dakota State University,Department of Electrical and Computer Engineering,Fargo,ND,USA,58105","institution_ids":["https://openalex.org/I57328836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I57328836"],"apc_list":null,"apc_paid":null,"fwci":3.4704,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.86913828,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10175","display_name":"Advanced DC-DC Converters","score":0.9919999837875366,"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/T10175","display_name":"Advanced DC-DC Converters","score":0.9919999837875366,"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/T10228","display_name":"Multilevel Inverters and Converters","score":0.9908000230789185,"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/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":0.9876999855041504,"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/inductor","display_name":"Inductor","score":0.7689355611801147},{"id":"https://openalex.org/keywords/buck-converter","display_name":"Buck converter","score":0.6336168646812439},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5259478688240051},{"id":"https://openalex.org/keywords/magnetic-core","display_name":"Magnetic core","score":0.5111368298530579},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.4739028513431549},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.35054969787597656},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.2694355845451355},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19438216090202332},{"id":"https://openalex.org/keywords/electromagnetic-coil","display_name":"Electromagnetic coil","score":0.18738070130348206},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10138839483261108},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08536115288734436}],"concepts":[{"id":"https://openalex.org/C144534570","wikidata":"https://www.wikidata.org/wiki/Q5325","display_name":"Inductor","level":3,"score":0.7689355611801147},{"id":"https://openalex.org/C150818752","wikidata":"https://www.wikidata.org/wiki/Q83804","display_name":"Buck converter","level":3,"score":0.6336168646812439},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5259478688240051},{"id":"https://openalex.org/C23832930","wikidata":"https://www.wikidata.org/wiki/Q1088161","display_name":"Magnetic core","level":3,"score":0.5111368298530579},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.4739028513431549},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.35054969787597656},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.2694355845451355},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19438216090202332},{"id":"https://openalex.org/C30403606","wikidata":"https://www.wikidata.org/wiki/Q2981904","display_name":"Electromagnetic coil","level":2,"score":0.18738070130348206},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10138839483261108},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08536115288734436}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isqed65160.2025.11014380","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isqed65160.2025.11014380","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 26th International Symposium on Quality Electronic Design (ISQED)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8500000238418579,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G4725244346","display_name":null,"funder_award_id":"58-3060-3-022","funder_id":"https://openalex.org/F4320306114","funder_display_name":"U.S. Department of Agriculture"}],"funders":[{"id":"https://openalex.org/F4320306114","display_name":"U.S. Department of Agriculture","ror":"https://ror.org/01na82s61"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1514448423","https://openalex.org/W1889245503","https://openalex.org/W1950879544","https://openalex.org/W1969071886","https://openalex.org/W1969483737","https://openalex.org/W1976151090","https://openalex.org/W2040730190","https://openalex.org/W2091487568","https://openalex.org/W2133448352","https://openalex.org/W2167110800","https://openalex.org/W2205580328","https://openalex.org/W2320176377","https://openalex.org/W2344080306","https://openalex.org/W2552114314","https://openalex.org/W2766191446","https://openalex.org/W2772584875","https://openalex.org/W2899682193","https://openalex.org/W2902864019","https://openalex.org/W2954116083","https://openalex.org/W3083423262","https://openalex.org/W3083524336","https://openalex.org/W3192026837","https://openalex.org/W3196965653","https://openalex.org/W4220952239","https://openalex.org/W4280626963","https://openalex.org/W4381573479","https://openalex.org/W4400228902","https://openalex.org/W6624849482","https://openalex.org/W6674590572","https://openalex.org/W6987521096"],"related_works":["https://openalex.org/W2884868197","https://openalex.org/W1904477432","https://openalex.org/W4283660647","https://openalex.org/W2104570372","https://openalex.org/W4235114010","https://openalex.org/W3213492830","https://openalex.org/W2018489484","https://openalex.org/W1605096777","https://openalex.org/W2041779943","https://openalex.org/W2146462938"],"abstract_inverted_index":{"The":[0,49],"increased":[1],"demand":[2],"for":[3,145],"on-chip":[4,16,21,33,42,55,98,147,179],"inductors":[5,22,34,57],"due":[6,35,73],"to":[7,28,36,74,90,95],"advancements":[8],"in":[9],"heterogeneous":[10],"integration":[11],"necessitates":[12],"compact":[13,30],"and":[14,31],"efficient":[15,32,146],"inductors.":[17],"Currently,":[18],"magnetic":[19,56],"material-based":[20],"have":[23],"become":[24],"a":[25],"potential":[26],"alternative":[27],"realize":[29],"their":[37],"higher":[38],"inductance":[39],"density.":[40],"Many":[41],"circuit":[43],"applications":[44],"require":[45],"coupled":[46,54,100,149],"inductor":[47,64,114,150,180],"implementations.":[48],"major":[50],"bottleneck":[51],"with":[52,177],"the":[53,59,63,67,97,111,132,161,168,178],"is":[58,143],"accurate":[60,72],"characterization":[61],"of":[62,113,134],"metrics":[65,115],"since":[66],"analytical":[68],"expressions":[69],"are":[70,124],"not":[71],"significant":[75],"higher-order":[76],"effects":[77],"such":[78],"as":[79],"proximity":[80],"effects,":[81],"hysteresis":[82],"and,":[83,121],"eddy":[84],"losses.":[85],"Towards":[86],"this,":[87],"we":[88,129],"propose":[89],"investigate":[91],"machine":[92,106,154],"learning":[93,107,155],"algorithms":[94,108],"design":[96,133,151,165],"magnetic-core":[99,148],"inductor.":[101],"Our":[102],"study":[103],"on":[104],"different":[105],"suggests":[109],"that":[110,160],"estimation":[112],"specifically,":[116],"inductance,":[117],"saturation":[118],"current,":[119],"losses":[120],"coupling":[122],"factor":[123],"below":[125],"10%.":[126],"In":[127],"addition,":[128],"also":[130],"investigated":[131],"an":[135,140],"interleaved":[136,162],"buck":[137,163],"converter,":[138],"where":[139],"optimization":[141,170],"framework":[142,171],"developed":[144],"by":[152],"utilizing":[153],"algorithms.":[156],"Simulation":[157],"results":[158],"suggest":[159],"converter":[164],"obtained":[166],"from":[167],"proposed":[169],"has":[172],"83.48%":[173],"efficiency":[174],"at$350mA$load":[175],"current":[176],"area":[181],"of$0.45mm^{2}$.":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}