{"id":"https://openalex.org/W3162603175","doi":"https://doi.org/10.1109/access.2021.3078554","title":"Neural Network Model for Magnetization Characteristics of Ferromagnetic Materials","display_name":"Neural Network Model for Magnetization Characteristics of Ferromagnetic Materials","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3162603175","doi":"https://doi.org/10.1109/access.2021.3078554","mag":"3162603175"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3078554","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3078554","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09427094.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09427094.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100690389","display_name":"Mingxing Tian","orcid":"https://orcid.org/0000-0002-4465-3391"},"institutions":[{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingxing Tian","raw_affiliation_strings":["Rail Transit Electrical Automation Engineering Laboratory of Gansu Province, Lanzhou Jiaotong University, Lanzhou, China","School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4465-3391","affiliations":[{"raw_affiliation_string":"Rail Transit Electrical Automation Engineering Laboratory of Gansu Province, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101665494","display_name":"Hongchen Li","orcid":"https://orcid.org/0000-0002-1105-9548"},"institutions":[{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongchen Li","raw_affiliation_strings":["School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1105-9548","affiliations":[{"raw_affiliation_string":"School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100774942","display_name":"Huiying Zhang","orcid":"https://orcid.org/0000-0003-4250-5499"},"institutions":[{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiying Zhang","raw_affiliation_strings":["Rail Transit Electrical Automation Engineering Laboratory of Gansu Province, Lanzhou Jiaotong University, Lanzhou, China","School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rail Transit Electrical Automation Engineering Laboratory of Gansu Province, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3133134087"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9014,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.68767293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"71236","last_page":"71243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11222","display_name":"Magnetic Properties and Applications","score":0.9998999834060669,"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/T11222","display_name":"Magnetic Properties and Applications","score":0.9998999834060669,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T13093","display_name":"Electric Power Systems and Control","score":0.9932000041007996,"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/magnetization","display_name":"Magnetization","score":0.6849141120910645},{"id":"https://openalex.org/keywords/ferromagnetism","display_name":"Ferromagnetism","score":0.6072288155555725},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5351819396018982},{"id":"https://openalex.org/keywords/condensed-matter-physics","display_name":"Condensed matter physics","score":0.5034756064414978},{"id":"https://openalex.org/keywords/magnetic-domain","display_name":"Magnetic domain","score":0.4435608983039856},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.42702239751815796},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4249733090400696},{"id":"https://openalex.org/keywords/stoner\u2013wohlfarth-model","display_name":"Stoner\u2013Wohlfarth model","score":0.4123046100139618},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22719010710716248},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20644733309745789},{"id":"https://openalex.org/keywords/magnetic-field","display_name":"Magnetic field","score":0.13054388761520386}],"concepts":[{"id":"https://openalex.org/C32546565","wikidata":"https://www.wikidata.org/wiki/Q856711","display_name":"Magnetization","level":3,"score":0.6849141120910645},{"id":"https://openalex.org/C82217956","wikidata":"https://www.wikidata.org/wiki/Q184207","display_name":"Ferromagnetism","level":2,"score":0.6072288155555725},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5351819396018982},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.5034756064414978},{"id":"https://openalex.org/C182260160","wikidata":"https://www.wikidata.org/wiki/Q1069637","display_name":"Magnetic domain","level":4,"score":0.4435608983039856},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.42702239751815796},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4249733090400696},{"id":"https://openalex.org/C71571650","wikidata":"https://www.wikidata.org/wiki/Q14476179","display_name":"Stoner\u2013Wohlfarth model","level":5,"score":0.4123046100139618},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22719010710716248},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20644733309745789},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.13054388761520386},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2021.3078554","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3078554","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09427094.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:ir.lzu.edu.cn/:262010/451362","is_oa":false,"landing_page_url":"http://ir.lzu.edu.cn/handle/262010/451362","pdf_url":null,"source":{"id":"https://openalex.org/S4406923049","display_name":"Lanzhou University Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:doaj.org/article:de98fed2b53c47df8a86af6b7ddfe456","is_oa":true,"landing_page_url":"https://doaj.org/article/de98fed2b53c47df8a86af6b7ddfe456","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 9, Pp 71236-71243 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3078554","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3078554","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09427094.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1918107118","display_name":null,"funder_award_id":"201701","funder_id":"https://openalex.org/F4320325566","funder_display_name":"Lanzhou Jiaotong University"},{"id":"https://openalex.org/G4388584622","display_name":null,"funder_award_id":"17JR5RA083","funder_id":"https://openalex.org/F4320336616","funder_display_name":"Science and Technology Program of Gansu Province"},{"id":"https://openalex.org/G5219932531","display_name":null,"funder_award_id":"201701","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8186376895","display_name":"\u591a\u7aef\u7535\u8def\u529f\u7387\u7406\u8bba\u53ca\u5176\u5728\u6df7\u5408\u8865\u507f\u7cfb\u7edf\u5bb9\u91cf\u4f18\u5316\u4e2d\u7684\u5e94\u7528\u7814\u7a76","funder_award_id":"51367010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8738718077","display_name":null,"funder_award_id":"51867012","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"},{"id":"https://openalex.org/F4320325566","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92"},{"id":"https://openalex.org/F4320336616","display_name":"Science and Technology Program of Gansu Province","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3162603175.pdf","grobid_xml":"https://content.openalex.org/works/W3162603175.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1569891608","https://openalex.org/W1965122084","https://openalex.org/W1980945991","https://openalex.org/W2008025285","https://openalex.org/W2010500688","https://openalex.org/W2028247401","https://openalex.org/W2040646015","https://openalex.org/W2086134889","https://openalex.org/W2114713528","https://openalex.org/W2116947035","https://openalex.org/W2154415488","https://openalex.org/W2155145271","https://openalex.org/W2160998262","https://openalex.org/W2364180711","https://openalex.org/W2365143572","https://openalex.org/W2386324161","https://openalex.org/W2387296973","https://openalex.org/W2397948373","https://openalex.org/W2578861328","https://openalex.org/W2623448751","https://openalex.org/W2993338659","https://openalex.org/W2998761950","https://openalex.org/W6771786289","https://openalex.org/W7033306848"],"related_works":["https://openalex.org/W2000977225","https://openalex.org/W2347492261","https://openalex.org/W4200260121","https://openalex.org/W2068741613","https://openalex.org/W2058504101","https://openalex.org/W2055012711","https://openalex.org/W2004144225","https://openalex.org/W2806577812","https://openalex.org/W2065756290","https://openalex.org/W2058920169"],"abstract_inverted_index":{"The":[0,110],"magnetic":[1,50],"characteristics":[2],"of":[3,24,31,38,48,52,58,112,157],"silicon":[4],"steel":[5],"sheet":[6],"30Q120":[7],"under":[8,55],"different":[9,42,74,106],"AC":[10],"frequencies":[11,75,107],"were":[12,76,82,108,121],"measured":[13,68,86,130],"by":[14,123],"an":[15],"Epstein":[16],"frame":[17],"in":[18],"order":[19],"to":[20],"analyze":[21],"the":[22,28,36,45,49,56,67,79,85,89,98,113,125,129,134,139,147,153,158],"effects":[23],"frequency":[25,59],"variation":[26],"on":[27,66,97],"hysteresis":[29,92,100,103,119,137,142],"loop":[30],"ferromagnetic":[32,53],"materials":[33,40,54],"and":[34,102,117,138,155],"compare":[35],"differences":[37],"such":[39],"at":[41,73,105],"frequencies.":[43],"First,":[44],"forecasting":[46],"method":[47,160],"properties":[51],"influence":[57],"using":[60],"neural":[61,114,140],"network":[62,115,141],"was":[63,94],"proposed":[64,159],"based":[65,96],"experimental":[69],"data.":[70,131],"Hysteresis":[71],"loops":[72,104],"obtained.":[77,109],"Then,":[78],"obtained":[80],"results":[81,127,144],"compared":[83],"with":[84,128],"results.":[87],"Second,":[88],"dynamic":[90,135],"Jiles-Atherton":[91,99,118,136],"model":[93,116,120],"established":[95],"theory,":[101],"accuracies":[111],"verified":[122],"comparing":[124,133],"simulation":[126],"Upon":[132],"models,":[143],"show":[145],"that":[146],"latter":[148],"has":[149],"better":[150],"accuracy.":[151],"Furthermore,":[152],"correctness":[154],"effectiveness":[156],"are":[161],"verified.":[162]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}