{"id":"https://openalex.org/W7162452818","doi":"https://doi.org/10.1016/j.engappai.2026.115235","title":"A novel extreme gradient boosting based adaptive genetic algorithm method for electro-thermal performance optimization of power integrated circuits","display_name":"A novel extreme gradient boosting based adaptive genetic algorithm method for electro-thermal performance optimization of power integrated circuits","publication_year":2026,"publication_date":"2026-05-26","ids":{"openalex":"https://openalex.org/W7162452818","doi":"https://doi.org/10.1016/j.engappai.2026.115235"},"language":"en","primary_location":{"id":"doi:10.1016/j.engappai.2026.115235","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115235","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","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/A5137013990","display_name":"Lan Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]},{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lan Niu","raw_affiliation_strings":["Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China","Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu Province, 210000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China","institution_ids":["https://openalex.org/I4210089285"]},{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu Province, 210000, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059033502","display_name":"\u9093\u91d1\u7965","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jinxiang Deng","raw_affiliation_strings":["Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China","institution_ids":["https://openalex.org/I4210089285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137057423","display_name":"Ren Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ren Hu","raw_affiliation_strings":["Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China","institution_ids":["https://openalex.org/I4210089285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137008943","display_name":"Jian Li","orcid":"https://orcid.org/0000-0002-7977-664X"},"institutions":[{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Li","raw_affiliation_strings":["Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China","institution_ids":["https://openalex.org/I4210089285"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137057297","display_name":"Yi Zhan","orcid":"https://orcid.org/0009-0006-7304-3476"},"institutions":[{"id":"https://openalex.org/I4210089285","display_name":"Ji Hua Laboratory","ror":"https://ror.org/006aydy55","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210089285"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Zhan","raw_affiliation_strings":["Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ji Hua Laboratory, Foshan, Guangdong Province, 528000, China","institution_ids":["https://openalex.org/I4210089285"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137070848","display_name":"Hongjuan Ge","orcid":null},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hongjuan Ge","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu Province, 210000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu Province, 210000, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059033502","https://openalex.org/A5137070848"],"corresponding_institution_ids":["https://openalex.org/I4210089285","https://openalex.org/I9842412"],"apc_list":{"value":3170,"currency":"USD","value_usd":3170},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.59602637,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"180","issue":null,"first_page":"115235","last_page":"115235"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":0.49149999022483826,"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/T10361","display_name":"Silicon Carbide Semiconductor Technologies","score":0.49149999022483826,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.07159999758005142,"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/T10363","display_name":"Low-power high-performance VLSI design","score":0.06629999727010727,"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/boosting","display_name":"Boosting (machine learning)","score":0.6183000206947327},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5184999704360962},{"id":"https://openalex.org/keywords/integrated-circuit","display_name":"Integrated circuit","score":0.4503999948501587},{"id":"https://openalex.org/keywords/power-optimization","display_name":"Power optimization","score":0.4244999885559082},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.41359999775886536},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.3935999870300293}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8723000288009644},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.6183000206947327},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5184999704360962},{"id":"https://openalex.org/C530198007","wikidata":"https://www.wikidata.org/wiki/Q80831","display_name":"Integrated circuit","level":2,"score":0.4503999948501587},{"id":"https://openalex.org/C168292644","wikidata":"https://www.wikidata.org/wiki/Q10860336","display_name":"Power optimization","level":4,"score":0.4244999885559082},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.41359999775886536},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.3935999870300293},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.382099986076355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3377000093460083},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3325999975204468},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.3224000036716461},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3019999861717224},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.2953999936580658},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2709999978542328},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.2599000036716461},{"id":"https://openalex.org/C115680565","wikidata":"https://www.wikidata.org/wiki/Q5977448","display_name":"Gradient method","level":2,"score":0.2542000114917755},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.engappai.2026.115235","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.engappai.2026.115235","pdf_url":null,"source":{"id":"https://openalex.org/S900972176","display_name":"Engineering Applications of Artificial Intelligence","issn_l":"0952-1976","issn":["0952-1976","1873-6769"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering Applications of Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.858518660068512}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322438","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794"},{"id":"https://openalex.org/F4320329694","display_name":"Jihua Laboratory","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W2013004278","https://openalex.org/W2018505228","https://openalex.org/W2020690360","https://openalex.org/W2513289153","https://openalex.org/W2524166057","https://openalex.org/W2769955319","https://openalex.org/W2952852625","https://openalex.org/W2965233728","https://openalex.org/W2981077929","https://openalex.org/W3089973698","https://openalex.org/W3210790728","https://openalex.org/W3217315228","https://openalex.org/W4214582607","https://openalex.org/W4387258749","https://openalex.org/W4388971423","https://openalex.org/W4393217277","https://openalex.org/W4394804951","https://openalex.org/W4399562941","https://openalex.org/W4399563079","https://openalex.org/W4402239688","https://openalex.org/W4402526360","https://openalex.org/W4412013673","https://openalex.org/W4415048965","https://openalex.org/W4417412988"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-28T06:12:49.907903","created_date":"2026-05-27T00:00:00"}