{"id":"https://openalex.org/W2888600949","doi":"https://doi.org/10.1109/saci.2018.8440928","title":"Estimating the Heat Transfer Coefficient Using Universal Function Approximator Neural Network","display_name":"Estimating the Heat Transfer Coefficient Using Universal Function Approximator Neural Network","publication_year":2018,"publication_date":"2018-05-01","ids":{"openalex":"https://openalex.org/W2888600949","doi":"https://doi.org/10.1109/saci.2018.8440928","mag":"2888600949"},"language":"en","primary_location":{"id":"doi:10.1109/saci.2018.8440928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci.2018.8440928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 12th International Symposium on Applied Computational Intelligence and Informatics (SACI)","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/A5024487424","display_name":"S\u00e1ndor Sz\u00e9n\u00e1si","orcid":"https://orcid.org/0000-0002-7292-0717"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Sandor Szenasi","raw_affiliation_strings":["John von Neumann Faculty of Informatics Obuda University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"John von Neumann Faculty of Informatics Obuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039071893","display_name":"Imre Felde","orcid":"https://orcid.org/0000-0003-4126-2480"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Imre Felde","raw_affiliation_strings":["John von Neumann Faculty of Informatics Obuda University, Budapest, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"John von Neumann Faculty of Informatics Obuda University, Budapest, Hungary","institution_ids":["https://openalex.org/I103356709"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038532248","display_name":"G\u00e1bor Nagy","orcid":"https://orcid.org/0000-0001-9453-2291"},"institutions":[{"id":"https://openalex.org/I103356709","display_name":"Obuda University","ror":"https://ror.org/00ax71d21","country_code":"HU","type":"education","lineage":["https://openalex.org/I103356709"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Gabor Nagy","raw_affiliation_strings":["Alba Regia Technical Faculty \u00d3buda University, Sz\u00e9kesfeherv\u00e1r, Hungary"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alba Regia Technical Faculty \u00d3buda University, Sz\u00e9kesfeherv\u00e1r, Hungary","institution_ids":["https://openalex.org/I103356709"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024260872","display_name":"Augusto Moita de Deus","orcid":"https://orcid.org/0000-0002-0451-6245"},"institutions":[{"id":"https://openalex.org/I141596103","display_name":"University of Lisbon","ror":"https://ror.org/01c27hj86","country_code":"PT","type":"education","lineage":["https://openalex.org/I141596103"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Augusto Deus","raw_affiliation_strings":["Department of Mechanical Engineering, University of Lisboa, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Lisboa, Portugal","institution_ids":["https://openalex.org/I141596103"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6561,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61161829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"000401","last_page":"000404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10998","display_name":"Heat Transfer and Optimization","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T10998","display_name":"Heat Transfer and Optimization","score":0.9958000183105469,"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/T11205","display_name":"Numerical methods in inverse problems","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12661","display_name":"Iterative Methods for Nonlinear Equations","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7419284582138062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6774020791053772},{"id":"https://openalex.org/keywords/heuristics","display_name":"Heuristics","score":0.6007276177406311},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5884873270988464},{"id":"https://openalex.org/keywords/transfer-function","display_name":"Transfer function","score":0.5416150689125061},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5345019698143005},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5267257690429688},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.41388657689094543},{"id":"https://openalex.org/keywords/heat-transfer-coefficient","display_name":"Heat transfer coefficient","score":0.4120296239852905},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.40397530794143677},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36443400382995605},{"id":"https://openalex.org/keywords/heat-transfer","display_name":"Heat transfer","score":0.3447238802909851},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3412274122238159},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20040252804756165},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12498453259468079}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7419284582138062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6774020791053772},{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.6007276177406311},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5884873270988464},{"id":"https://openalex.org/C81299745","wikidata":"https://www.wikidata.org/wiki/Q334269","display_name":"Transfer function","level":2,"score":0.5416150689125061},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5345019698143005},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5267257690429688},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.41388657689094543},{"id":"https://openalex.org/C29700514","wikidata":"https://www.wikidata.org/wiki/Q634340","display_name":"Heat transfer coefficient","level":3,"score":0.4120296239852905},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.40397530794143677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36443400382995605},{"id":"https://openalex.org/C50517652","wikidata":"https://www.wikidata.org/wiki/Q179635","display_name":"Heat transfer","level":2,"score":0.3447238802909851},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3412274122238159},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20040252804756165},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12498453259468079},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/saci.2018.8440928","is_oa":false,"landing_page_url":"https://doi.org/10.1109/saci.2018.8440928","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 12th International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1584940497","https://openalex.org/W1980196517","https://openalex.org/W2013832259","https://openalex.org/W2120726643","https://openalex.org/W2245059238","https://openalex.org/W2519741304","https://openalex.org/W2596801962","https://openalex.org/W2613066522","https://openalex.org/W2742943293","https://openalex.org/W6737284091"],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W1690653314","https://openalex.org/W2802406846","https://openalex.org/W4249799192","https://openalex.org/W3134931687","https://openalex.org/W2319689526"],"abstract_inverted_index":{"Abhstract-The":[0],"appropriate":[1],"knowledge":[2],"of":[3,15,56,74,81],"the":[4,12,61,66,79,82],"Heat":[5],"Transfer":[6],"Coefficient":[7],"(HTC)":[8],"is":[9,72],"required":[10],"for":[11,93],"efficient":[13],"design":[14],"heat":[16,23],"treatment":[17],"operations.":[18],"There":[19],"are":[20,33],"several":[21],"inverse":[22],"transfer":[24],"calculation":[25],"methods":[26],"to":[27,50],"determine":[28],"this":[29,51,70],"quantity,":[30],"but":[31],"these":[32],"usually":[34],"based":[35],"on":[36],"heuristics":[37],"search":[38],"algorithms":[39],"and":[40],"require":[41],"high":[42],"computation":[43],"demands.":[44],"This":[45,86],"paper":[46],"presents":[47],"a":[48,90],"solution":[49],"problem":[52],"with":[53],"special":[54],"usage":[55],"Artificial":[57],"Neural":[58],"Networks":[59],"(ANN),":[60],"universal":[62],"function":[63,84],"approximator.":[64],"After":[65],"time-consuming":[67],"training":[68],"process,":[69],"network":[71],"capable":[73],"giving":[75],"prompt":[76],"estimations":[77],"about":[78],"nature":[80],"HTC":[83],"sought.":[85],"estimation":[87],"would":[88],"be":[89],"useful":[91],"input":[92],"additional":[94],"fine-tuning":[95],"algorithms.":[96]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}