{"id":"https://openalex.org/W4200524610","doi":"https://doi.org/10.1016/j.compchemeng.2021.107637","title":"Software platform for high-fidelity-data-based artificial neural network modeling and process optimization in chemical engineering","display_name":"Software platform for high-fidelity-data-based artificial neural network modeling and process optimization in chemical engineering","publication_year":2021,"publication_date":"2021-12-17","ids":{"openalex":"https://openalex.org/W4200524610","doi":"https://doi.org/10.1016/j.compchemeng.2021.107637"},"language":"en","primary_location":{"id":"doi:10.1016/j.compchemeng.2021.107637","doi":"https://doi.org/10.1016/j.compchemeng.2021.107637","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2021.107637","pdf_url":null,"source":{"id":"https://openalex.org/S150671403","display_name":"Computers & Chemical Engineering","issn_l":"0098-1354","issn":["0098-1354","1873-4375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"Computers &amp; Chemical Engineering","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":null,"display_name":"Jiyoung Moon","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiyoung Moon","raw_affiliation_strings":["Department of Smart Digital Engineering, Inha University, Incheon 22212, Republic of Korea","Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Smart Digital Engineering, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079042382","display_name":"Dela Quarme Gbadago","orcid":"https://orcid.org/0000-0002-5713-227X","observed_orcids":["https://orcid.org/0000-0002-5713-227X"]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dela Quarme Gbadago","raw_affiliation_strings":["Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015126641","display_name":"Gyuyeong Hwang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Gyuyeong Hwang","raw_affiliation_strings":["Department of Smart Digital Engineering, Inha University, Incheon 22212, Republic of Korea","Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Smart Digital Engineering, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100626021","display_name":"Dongjun Lee","orcid":"https://orcid.org/0000-0001-6828-401X","observed_orcids":["https://orcid.org/0000-0001-6828-401X"]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongjun Lee","raw_affiliation_strings":["Department of Smart Digital Engineering, Inha University, Incheon 22212, Republic of Korea","Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Smart Digital Engineering, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072956615","display_name":"Sungwon Hwang","orcid":"https://orcid.org/0000-0003-0744-3931","observed_orcids":["https://orcid.org/0000-0003-0744-3931"]},"institutions":[{"id":"https://openalex.org/I191879574","display_name":"Inha University","ror":"https://ror.org/01easw929","country_code":"KR","type":"education","lineage":["https://openalex.org/I191879574"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sungwon Hwang","raw_affiliation_strings":["Department of Smart Digital Engineering, Inha University, Incheon 22212, Republic of Korea","Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Smart Digital Engineering, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Education and Research Center for Smart Energy and Materials, Inha University, Incheon 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5072956615"],"corresponding_institution_ids":["https://openalex.org/I191879574"],"apc_list":{"value":3610,"currency":"USD","value_usd":3610},"apc_paid":null,"fwci":0.9422,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.75099764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":98},"biblio":{"volume":"158","issue":null,"first_page":"107637","last_page":"107637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.8090999722480774,"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":0.8090999722480774,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.07800000160932541,"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/T11798","display_name":"Optimal Experimental Design Methods","score":0.014800000004470348,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.8939999938011169},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.6959999799728394},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.9769999980926514},{"id":"https://openalex.org/keywords/neural-network-training","display_name":"neural network training","score":0.5920000076293945},{"id":"https://openalex.org/keywords/process-optimization","display_name":"process optimization","score":0.7940000295639038},{"id":"https://openalex.org/keywords/chemical-engineering","display_name":"chemical engineering","score":0.4819999933242798},{"id":"https://openalex.org/keywords/software-platform","display_name":"software platform","score":0.8450000286102295},{"id":"https://openalex.org/keywords/process-parameter-optimization","display_name":"process parameter optimization","score":0.5580000281333923},{"id":"https://openalex.org/keywords/nonlinear-models","display_name":"nonlinear models","score":0.40400001406669617},{"id":"https://openalex.org/keywords/activation-function-selection","display_name":"activation function selection","score":0.41499999165534973},{"id":"https://openalex.org/keywords/learning-rate-optimization","display_name":"learning rate optimization","score":0.7390000224113464}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.791978120803833},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6443671584129333},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5623055696487427},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5562658905982971},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5362856388092041},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.5233784914016724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5209987759590149},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compchemeng.2021.107637","doi":"https://doi.org/10.1016/j.compchemeng.2021.107637","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2021.107637","pdf_url":null,"source":{"id":"https://openalex.org/S150671403","display_name":"Computers & Chemical Engineering","issn_l":"0098-1354","issn":["0098-1354","1873-4375"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-a","jufo-2","ki-jl-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"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":"Computers &amp; Chemical Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W918005137","https://openalex.org/W1437335841","https://openalex.org/W1522301498","https://openalex.org/W1989245622","https://openalex.org/W1989537073","https://openalex.org/W2009622493","https://openalex.org/W2028070629","https://openalex.org/W2043606981","https://openalex.org/W2057753856","https://openalex.org/W2073001594","https://openalex.org/W2073515924","https://openalex.org/W2076750860","https://openalex.org/W2077458446","https://openalex.org/W2078035571","https://openalex.org/W2103459159","https://openalex.org/W2105712817","https://openalex.org/W2146502635","https://openalex.org/W2170423728","https://openalex.org/W2218567092","https://openalex.org/W2227977788","https://openalex.org/W2267635276","https://openalex.org/W2280748522","https://openalex.org/W2295797531","https://openalex.org/W2333555703","https://openalex.org/W2586646227","https://openalex.org/W2738796609","https://openalex.org/W2752477954","https://openalex.org/W2756659234","https://openalex.org/W2766362701","https://openalex.org/W2784871291","https://openalex.org/W2799567665","https://openalex.org/W2802067151","https://openalex.org/W2808740881","https://openalex.org/W2883265831","https://openalex.org/W2887263363","https://openalex.org/W2899675781","https://openalex.org/W2903010511","https://openalex.org/W2903382683","https://openalex.org/W2913395807","https://openalex.org/W2921002871","https://openalex.org/W2951591588","https://openalex.org/W2951660644","https://openalex.org/W2962897394","https://openalex.org/W2964024268","https://openalex.org/W2964717664","https://openalex.org/W2969814275","https://openalex.org/W2971239442","https://openalex.org/W2979549919","https://openalex.org/W3015527767","https://openalex.org/W3017377196","https://openalex.org/W3033840409","https://openalex.org/W3037343138","https://openalex.org/W3086520783","https://openalex.org/W3106919328","https://openalex.org/W3110772778","https://openalex.org/W3115979311","https://openalex.org/W3128359632","https://openalex.org/W3128459492","https://openalex.org/W3157193726","https://openalex.org/W3158079487","https://openalex.org/W3160147416","https://openalex.org/W3191950921","https://openalex.org/W4231361681","https://openalex.org/W4256718218"],"related_works":["https://openalex.org/W4403124325","https://openalex.org/W4384785923","https://openalex.org/W2319834710","https://openalex.org/W4226055845","https://openalex.org/W2729581261","https://openalex.org/W779960150","https://openalex.org/W2149435637","https://openalex.org/W1977814896","https://openalex.org/W4411783129","https://openalex.org/W4312184623"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2021-12-31T00:00:00"}
