{"id":"https://openalex.org/W7203909293","doi":"https://doi.org/10.1007/s00521-026-12426-z","title":"Deep learning approaches for hysteresis identification in biological systems: a comparative analysis","display_name":"Deep learning approaches for hysteresis identification in biological systems: a comparative analysis","publication_year":2026,"publication_date":"2026-08-01","ids":{"openalex":"https://openalex.org/W7203909293","doi":"https://doi.org/10.1007/s00521-026-12426-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-026-12426-z","doi":"https://doi.org/10.1007/s00521-026-12426-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-026-12426-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5000487131","display_name":"Nurg\u00fcl G\u00f6kg\u00f6z","orcid":"https://orcid.org/0000-0002-9640-4194","observed_orcids":["https://orcid.org/0000-0002-9640-4194"]},"institutions":[{"id":"https://openalex.org/I106245021","display_name":"\u00c7ankaya University","ror":"https://ror.org/056wqre19","country_code":"TR","type":"education","lineage":["https://openalex.org/I106245021"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Nurg\u00fcl G\u00f6kg\u00f6z","raw_affiliation_strings":["Department of Computer Science, \u00c7ankaya University, Ankara, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-9640-4194","affiliations":[{"raw_affiliation_string":"Department of Computer Science, \u00c7ankaya University, Ankara, Turkey","institution_ids":["https://openalex.org/I106245021"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000022616","display_name":"Tolga \u0130nan","orcid":"https://orcid.org/0000-0002-8612-122X","observed_orcids":["https://orcid.org/0000-0002-8612-122X"]},"institutions":[{"id":"https://openalex.org/I13236232","display_name":"TOBB University of Economics and Technology","ror":"https://ror.org/03ewx7v96","country_code":"TR","type":"education","lineage":["https://openalex.org/I13236232"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tolga \u0130nan","raw_affiliation_strings":["Department of Artificial Intelligence Engineering, TOBB University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Artificial Intelligence Engineering, TOBB University, Ankara, Turkey","institution_ids":["https://openalex.org/I13236232"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5147796933","display_name":"Seda Sel\u00e7uk","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I106245021","display_name":"\u00c7ankaya University","ror":"https://ror.org/056wqre19","country_code":"TR","type":"education","lineage":["https://openalex.org/I106245021"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Seda Sel\u00e7uk","raw_affiliation_strings":["Department of Civil Engineering , \u00c7ankaya University , Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering , \u00c7ankaya University , Ankara, Turkey","institution_ids":["https://openalex.org/I106245021"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000487131"],"corresponding_institution_ids":["https://openalex.org/I106245021"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"38","issue":"16","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7006999850273132,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.7006999850273132,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":0.10869999974966049,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11206","display_name":"Model Reduction and Neural Networks","score":0.08609999716281891,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hysteresis-identification","display_name":"hysteresis identification","score":0.9169999957084656},{"id":"https://openalex.org/keywords/bidirectional-lstm","display_name":"bidirectional LSTM","score":0.890999972820282},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.7379999756813049},{"id":"https://openalex.org/keywords/memory-dependent-dynamics","display_name":"memory-dependent dynamics","score":0.6970000267028809},{"id":"https://openalex.org/keywords/chlorophyll-content","display_name":"chlorophyll content","score":0.8679999709129333},{"id":"https://openalex.org/keywords/light-intensity","display_name":"light intensity","score":0.9639999866485596},{"id":"https://openalex.org/keywords/model-comparison","display_name":"model comparison","score":0.45399999618530273}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7501000165939331},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6970999836921692},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6510000228881836},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5605000257492065},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.552299976348877},{"id":"https://openalex.org/C123299182","wikidata":"https://www.wikidata.org/wiki/Q190837","display_name":"Hysteresis","level":2,"score":0.4666000008583069},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3885999917984009},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.3725999891757965},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.37220001220703125},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3472999930381775},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2623000144958496}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00521-026-12426-z","doi":"https://doi.org/10.1007/s00521-026-12426-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-026-12426-z","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","ccf-c","cwts-core","jufo-1","ki-jl-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1974506964","https://openalex.org/W1990883965","https://openalex.org/W2005311233","https://openalex.org/W2021468335","https://openalex.org/W2064675550","https://openalex.org/W2136024114","https://openalex.org/W2803827895","https://openalex.org/W2955124455","https://openalex.org/W2962959715","https://openalex.org/W3045618103","https://openalex.org/W3134174339","https://openalex.org/W3134622622","https://openalex.org/W4311939141","https://openalex.org/W4324366837","https://openalex.org/W4385488617","https://openalex.org/W4386566085","https://openalex.org/W4388464708","https://openalex.org/W4390541499","https://openalex.org/W4391272424","https://openalex.org/W4391805672","https://openalex.org/W4392641585","https://openalex.org/W4392663250","https://openalex.org/W4396878152","https://openalex.org/W4398208123","https://openalex.org/W4399999526","https://openalex.org/W7118165370"],"related_works":["https://openalex.org/W7162649026","https://openalex.org/W7099799587","https://openalex.org/W4319744994","https://openalex.org/W4386148357","https://openalex.org/W4384833708","https://openalex.org/W4414777942","https://openalex.org/W4213382806","https://openalex.org/W3166914212","https://openalex.org/W2057693682","https://openalex.org/W1904812067"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-08-22T00:00:00"}
