{"id":"https://openalex.org/W7135090433","doi":"https://doi.org/10.1016/j.compchemeng.2026.109634","title":"HyMech: AI-driven framework for physics-informed discovery of interpretable hybrid models","display_name":"HyMech: AI-driven framework for physics-informed discovery of interpretable hybrid models","publication_year":2026,"publication_date":"2026-03-13","ids":{"openalex":"https://openalex.org/W7135090433","doi":"https://doi.org/10.1016/j.compchemeng.2026.109634"},"language":"en","primary_location":{"id":"doi:10.1016/j.compchemeng.2026.109634","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2026.109634","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Chemical Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.compchemeng.2026.109634","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046629015","display_name":"Lorenzo Rossi","orcid":"https://orcid.org/0000-0002-0689-9024"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Lorenzo Rossi","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057357502","display_name":"Fabrizio Bezzo","orcid":"https://orcid.org/0000-0003-1561-0584"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fabrizio Bezzo","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5090048159","display_name":"Massimiliano Barolo","orcid":"https://orcid.org/0000-0002-8125-5704"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Massimiliano Barolo","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046629015"],"corresponding_institution_ids":[],"apc_list":{"value":4070,"currency":"USD","value_usd":4070},"apc_paid":{"value":4070,"currency":"USD","value_usd":4070},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.84079977,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"210","issue":null,"first_page":"109634","last_page":"109634"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.30379998683929443,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.30379998683929443,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.23270000517368317,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.08640000224113464,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33550000190734863},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2483000010251999},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.21230000257492065},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.20980000495910645}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5498999953269958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5360999703407288},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3617999851703644},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34540000557899475},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33550000190734863},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.28619998693466187},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26030001044273376},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2483000010251999},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.21230000257492065},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.20980000495910645}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.compchemeng.2026.109634","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2026.109634","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Chemical Engineering","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.compchemeng.2026.109634","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.compchemeng.2026.109634","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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers & Chemical Engineering","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1968326286","https://openalex.org/W1979769287","https://openalex.org/W1993438644","https://openalex.org/W2005529933","https://openalex.org/W2036048170","https://openalex.org/W2087070363","https://openalex.org/W2104411852","https://openalex.org/W2133843658","https://openalex.org/W2145265114","https://openalex.org/W2167284483","https://openalex.org/W2239232218","https://openalex.org/W2256578114","https://openalex.org/W2302319902","https://openalex.org/W2328613263","https://openalex.org/W2407789278","https://openalex.org/W2478307678","https://openalex.org/W2538433428","https://openalex.org/W2941033026","https://openalex.org/W2945257678","https://openalex.org/W3003257820","https://openalex.org/W3044656770","https://openalex.org/W3187574370","https://openalex.org/W3210002453","https://openalex.org/W4206927419","https://openalex.org/W4210683907","https://openalex.org/W4289209785","https://openalex.org/W4366429305","https://openalex.org/W4384790014","https://openalex.org/W4388201041","https://openalex.org/W4390502602","https://openalex.org/W4393225527","https://openalex.org/W4400062764","https://openalex.org/W4401115409","https://openalex.org/W4411803911","https://openalex.org/W4411958053","https://openalex.org/W4412984379","https://openalex.org/W4413027754","https://openalex.org/W4417527100","https://openalex.org/W7124762541"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-20T20:47:17.329874","created_date":"2026-03-13T00:00:00"}