{"id":"https://openalex.org/W4403712955","doi":"https://doi.org/10.1016/j.compchemeng.2024.108906","title":"A leap forward in chemical process design: Introducing an automated framework for integrated AI and CFD simulations","display_name":"A leap forward in chemical process design: Introducing an automated framework for integrated AI and CFD simulations","publication_year":2024,"publication_date":"2024-10-24","ids":{"openalex":"https://openalex.org/W4403712955","doi":"https://doi.org/10.1016/j.compchemeng.2024.108906"},"language":"en","primary_location":{"id":"doi:10.1016/j.compchemeng.2024.108906","doi":"https://doi.org/10.1016/j.compchemeng.2024.108906","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2024.108906","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 & Chemical Engineering","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://dx.doi.org/10.2139/ssrn.4950953","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","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":["3D Convergence Center, Inha University, 22212, Republic of Korea","Department of Chemistry and Chemical Engineering, Education and Research Center for Smart Energy and Materials, Inha University, Incheon, 22212, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-5713-227X","affiliations":[{"raw_affiliation_string":"3D Convergence Center, Inha University, 22212, Republic of Korea","institution_ids":["https://openalex.org/I191879574"]},{"raw_affiliation_string":"Department of Chemistry and Chemical Engineering, 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":null,"display_name":"Sejin Go","orcid":"https://orcid.org/0009-0007-6979-8777","observed_orcids":["https://orcid.org/0009-0007-6979-8777"]},"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":"Sejin Go","raw_affiliation_strings":["Program in Energy Process Innovation Convergence, Inha University, Incheon, 22212, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0007-6979-8777","affiliations":[{"raw_affiliation_string":"Program in Energy Process Innovation Convergence, 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 Chemistry and Chemical Engineering, Education and Research Center for Smart Energy and Materials, Inha University, Incheon, 22212, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0003-0744-3931","affiliations":[{"raw_affiliation_string":"Department of Chemistry and Chemical Engineering, 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":4230,"currency":"USD","value_usd":4230},"apc_paid":null,"fwci":1.9603,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.85932395,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"192","issue":null,"first_page":"108906","last_page":"108906"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.2766000032424927,"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"}},"topics":[{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.2766000032424927,"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"}},{"id":"https://openalex.org/T11053","display_name":"Process Optimization and Integration","score":0.20980000495910645,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.10270000249147415,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/chemical-process-design","display_name":"chemical process design","score":0.8190000057220459},{"id":"https://openalex.org/keywords/hyperparameter-optimization","display_name":"hyperparameter optimization","score":0.9589999914169312},{"id":"https://openalex.org/keywords/openfoam","display_name":"OpenFOAM","score":0.9700000286102295},{"id":"https://openalex.org/keywords/reactor-scale-up","display_name":"reactor scale-up","score":0.800000011920929},{"id":"https://openalex.org/keywords/butadiene-production","display_name":"butadiene production","score":0.996999979019165},{"id":"https://openalex.org/keywords/geometry-generation","display_name":"geometry generation","score":0.5189999938011169},{"id":"https://openalex.org/keywords/process-equipment-design","display_name":"process equipment design","score":0.6700000166893005}],"concepts":[{"id":"https://openalex.org/C1633027","wikidata":"https://www.wikidata.org/wiki/Q815820","display_name":"Computational fluid dynamics","level":2,"score":0.809761106967926},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5502104163169861},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47947296500205994},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3799367845058441},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.3558739423751831},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3341798186302185},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.2409343421459198},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.compchemeng.2024.108906","doi":"https://doi.org/10.1016/j.compchemeng.2024.108906","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2024.108906","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 & Chemical Engineering","raw_type":"journal-article"},{"id":"doi:10.2139/ssrn.4950953","doi":"https://doi.org/10.2139/ssrn.4950953","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4950953","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.4950953","doi":"https://doi.org/10.2139/ssrn.4950953","is_oa":true,"landing_page_url":"http://dx.doi.org/10.2139/ssrn.4950953","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[],"awards":[{"id":"https://openalex.org/G4190624156","display_name":null,"funder_award_id":"RS\u20102023\u201000243974","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G6004477430","display_name":null,"funder_award_id":"2022R1A6A1A03051705","funder_id":"https://openalex.org/F4320321408","funder_display_name":"Ministry of Education"}],"funders":[{"id":"https://openalex.org/F4320321408","display_name":"Ministry of Education","ror":"https://ror.org/01p262204"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W8225871","https://openalex.org/W40750119","https://openalex.org/W59316734","https://openalex.org/W1133736168","https://openalex.org/W1974900864","https://openalex.org/W1976641947","https://openalex.org/W2002749108","https://openalex.org/W2022538959","https://openalex.org/W2023070783","https://openalex.org/W2029501895","https://openalex.org/W2032598074","https://openalex.org/W2037735868","https://openalex.org/W2040614748","https://openalex.org/W2041046860","https://openalex.org/W2050304965","https://openalex.org/W2057816533","https://openalex.org/W2087596066","https://openalex.org/W2090468074","https://openalex.org/W2311620994","https://openalex.org/W2327252761","https://openalex.org/W2565872462","https://openalex.org/W2571074971","https://openalex.org/W2727144783","https://openalex.org/W2789462320","https://openalex.org/W2842597783","https://openalex.org/W2898948473","https://openalex.org/W2918175718","https://openalex.org/W2922005827","https://openalex.org/W2947334297","https://openalex.org/W2965089647","https://openalex.org/W2967253617","https://openalex.org/W2972796812","https://openalex.org/W2974135165","https://openalex.org/W2994624540","https://openalex.org/W3007452510","https://openalex.org/W3011697175","https://openalex.org/W3031409750","https://openalex.org/W3086520783","https://openalex.org/W3094591130","https://openalex.org/W3110772778","https://openalex.org/W3120279229","https://openalex.org/W3133580408","https://openalex.org/W3142863620","https://openalex.org/W3202243975","https://openalex.org/W4200524610","https://openalex.org/W4226475795","https://openalex.org/W4235874583","https://openalex.org/W4365813991"],"related_works":["https://openalex.org/W7137939253","https://openalex.org/W4382703681","https://openalex.org/W7219986171","https://openalex.org/W3171265094","https://openalex.org/W4414455669","https://openalex.org/W1978529720","https://openalex.org/W1526687272","https://openalex.org/W4396806007","https://openalex.org/W4411716137","https://openalex.org/W7164013706"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":10}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2024-10-25T00:00:00"}