{"id":"https://openalex.org/W4389041914","doi":"https://doi.org/10.1109/csit61576.2023.10324246","title":"Modeling of a Metal Casting Cooling Process Using the GMDH-Based Computer Technology","display_name":"Modeling of a Metal Casting Cooling Process Using the GMDH-Based Computer Technology","publication_year":2023,"publication_date":"2023-10-19","ids":{"openalex":"https://openalex.org/W4389041914","doi":"https://doi.org/10.1109/csit61576.2023.10324246"},"language":"en","primary_location":{"id":"doi:10.1109/csit61576.2023.10324246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","raw_type":"proceedings-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/A5034956989","display_name":"Volodymyr Stepashko","orcid":"https://orcid.org/0000-0001-7882-3208"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Volodymyr Stepashko","raw_affiliation_strings":["International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","Department for Information Technologies of Inductive Modelling, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information Technologies of Inductive Modelling, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077075180","display_name":"Yevheniya Savchenko-Syniakova","orcid":null},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yevheniya Savchenko-Syniakova","raw_affiliation_strings":["International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","Department for Information Technologies of Inductive Modelling, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information Technologies of Inductive Modelling, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044075136","display_name":"Olha Moroz","orcid":"https://orcid.org/0000-0002-4920-4093"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olha Moroz","raw_affiliation_strings":["International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","Department for Information Technologies of Inductive Modelling, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information Technologies of Inductive Modelling, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050964418","display_name":"Olena Tokova","orcid":"https://orcid.org/0000-0002-0289-2810"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Olena Tokova","raw_affiliation_strings":["International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","Department for Information Technologies of Inductive Modelling, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department for Information Technologies of Inductive Modelling,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department for Information Technologies of Inductive Modelling, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469684","display_name":"Yaroslav M. Linder","orcid":"https://orcid.org/0000-0003-1076-9211"},"institutions":[{"id":"https://openalex.org/I4387930277","display_name":"Institute of Information Technologies and Systems of the National Academy of Sciences of Ukraine","ror":"https://ror.org/04qbxr381","country_code":"UA","type":"government","lineage":["https://openalex.org/I149851306","https://openalex.org/I4387930277"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Yaroslav Linder","raw_affiliation_strings":["International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department of Human-Machine Systems,Kyiv,Ukraine","Department of Human-Machine Systems, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"International Research and Training Centre for Information Technologies and Systems of the NASU and MESU,Department of Human-Machine Systems,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4387930277"]},{"raw_affiliation_string":"Department of Human-Machine Systems, International Research and Training Centre for Information Technologies and Systems of the NASU and MESU, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4387930277"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021657373","display_name":"V.S. Doroshenko","orcid":"https://orcid.org/0000-0002-0070-5663"},"institutions":[{"id":"https://openalex.org/I4210094212","display_name":"Physics and Technology Institute of Metals and Alloys","ror":"https://ror.org/00jwvkg84","country_code":"UA","type":"facility","lineage":["https://openalex.org/I149851306","https://openalex.org/I4210094212"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Volodymyr Doroshenko","raw_affiliation_strings":["Physico-technological Institute of Metals and Alloys of the NAS of Ukraine,Department of Physics and Chemistry casting processes,Kyiv,Ukraine","Department of Physics and Chemistry casting processes, Physico-technological Institute of Metals and Alloys of the NAS of Ukraine, Kyiv, Ukraine"],"affiliations":[{"raw_affiliation_string":"Physico-technological Institute of Metals and Alloys of the NAS of Ukraine,Department of Physics and Chemistry casting processes,Kyiv,Ukraine","institution_ids":["https://openalex.org/I4210094212"]},{"raw_affiliation_string":"Department of Physics and Chemistry casting processes, Physico-technological Institute of Metals and Alloys of the NAS of Ukraine, Kyiv, Ukraine","institution_ids":["https://openalex.org/I4210094212"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034956989"],"corresponding_institution_ids":["https://openalex.org/I4387930277"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15466383,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14351","display_name":"Statistical and Computational Modeling","score":0.9994999766349792,"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/T14351","display_name":"Statistical and Computational Modeling","score":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5977571606636047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5890220999717712},{"id":"https://openalex.org/keywords/group-method-of-data-handling","display_name":"Group method of data handling","score":0.5698328018188477},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5405811667442322},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5193597078323364},{"id":"https://openalex.org/keywords/iterative-and-incremental-development","display_name":"Iterative and incremental development","score":0.4414096474647522},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3669984042644501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25002801418304443},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24686193466186523}],"concepts":[{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5977571606636047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5890220999717712},{"id":"https://openalex.org/C13926793","wikidata":"https://www.wikidata.org/wiki/Q3507155","display_name":"Group method of data handling","level":2,"score":0.5698328018188477},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5405811667442322},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5193597078323364},{"id":"https://openalex.org/C143587482","wikidata":"https://www.wikidata.org/wiki/Q1543216","display_name":"Iterative and incremental development","level":2,"score":0.4414096474647522},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3669984042644501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25002801418304443},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24686193466186523},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/csit61576.2023.10324246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/csit61576.2023.10324246","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 18th International Conference on Computer Science and Information Technologies (CSIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2795804992","https://openalex.org/W2955156115","https://openalex.org/W3120436284","https://openalex.org/W4297897278","https://openalex.org/W4313412810","https://openalex.org/W4387698289"],"related_works":["https://openalex.org/W2372415543","https://openalex.org/W2354205711","https://openalex.org/W2808717917","https://openalex.org/W2377292223","https://openalex.org/W2366584243","https://openalex.org/W2376563992","https://openalex.org/W2360006733","https://openalex.org/W4304590249","https://openalex.org/W2366368367","https://openalex.org/W2385996327"],"abstract_inverted_index":{"The":[0,26,46,89],"developed":[1],"technology":[2,30,67],"based":[3],"on":[4,101],"the":[5,11,15,20,23,32,38,41,49,66,74,102,105,108,112,117],"GMDH":[6,72],"was":[7],"applied":[8],"to":[9],"solve":[10],"problem":[12],"of":[13,22,28,34,43,48,76,104,116],"choosing":[14],"best":[16],"model":[17,99],"that":[18,79],"describes":[19],"dependence":[21],"cooling":[24,51,97,106],"temperature.":[25],"use":[27],"this":[29],"increases":[31],"effectiveness":[33],"decision":[35],"support":[36],"for":[37,94],"caster":[39],"in":[40,57],"process":[42],"manufacturing":[44],"castings.":[45],"selection":[47],"optimal":[50],"mode":[52],"plays":[53],"a":[54,59,69,82,96],"significant":[55],"role":[56],"obtaining":[58],"high-quality":[60],"end":[61],"product.":[62],"To":[63],"build":[64],"models,":[65],"incorporates":[68],"hybrid":[70,113],"iterative-genetic":[71,114],"algorithm,":[73],"peculiarity":[75],"which":[77],"is":[78,81],"it":[80],"neural":[83],"network":[84],"algorithm":[85,110,115],"with":[86],"active":[87],"neurons.":[88],"article":[90],"compares":[91],"two":[92],"algorithms":[93],"constructing":[95],"temperature":[98],"depending":[100],"modes":[103],"installation:":[107],"LASSO":[109],"and":[111],"GMDH.":[118]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}