{"id":"https://openalex.org/W4391513636","doi":"https://doi.org/10.1007/s10973-023-12869-9","title":"The influence of the functionalization of polystyrene and graphene oxide composites on the flammability characteristics: modeling with artificial intelligence tools","display_name":"The influence of the functionalization of polystyrene and graphene oxide composites on the flammability characteristics: modeling with artificial intelligence tools","publication_year":2024,"publication_date":"2024-02-03","ids":{"openalex":"https://openalex.org/W4391513636","doi":"https://doi.org/10.1007/s10973-023-12869-9"},"language":"en","primary_location":{"id":"doi:10.1007/s10973-023-12869-9","doi":"https://doi.org/10.1007/s10973-023-12869-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10973-023-12869-9","pdf_url":null,"source":{"id":"https://openalex.org/S58867329","display_name":"Journal of Thermal Analysis and Calorimetry","issn_l":"1388-6150","issn":["1388-6150","1572-8943","1588-2926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Thermal Analysis and Calorimetry","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":"https://openalex.org/A5091075808","display_name":"Ion Anghel","orcid":"https://orcid.org/0000-0002-5397-7638","observed_orcids":["https://orcid.org/0000-0002-5397-7638"]},"institutions":[{"id":"https://openalex.org/I4210146561","display_name":"Academia de Politie Alexandru Ioan Cuza","ror":"https://ror.org/05gc63392","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210146561"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ion Anghel","raw_affiliation_strings":["Fire Officers Faculty, Police Academy \u201cAlexandru Ioan Cuza\u201d, 3 Morarilor Street, Sector 2, 022451, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fire Officers Faculty, Police Academy \u201cAlexandru Ioan Cuza\u201d, 3 Morarilor Street, Sector 2, 022451, Bucharest, Romania","institution_ids":["https://openalex.org/I4210146561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044984618","display_name":"C\u0103t\u0103lin Lisa","orcid":"https://orcid.org/0000-0003-2043-9726","observed_orcids":["https://orcid.org/0000-0003-2043-9726"]},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":true,"raw_author_name":"Cat\u0103lin Lisa","raw_affiliation_strings":["Faculty of Chemical Engineering and Environmental Protection \u201cCristofor Simionescu\u201d, Department of Chemical Engineering, Gheorghe Asachi Technical University of Iasi, Bd. Mangeron 73, 700050, Ia\u0219i, Romania"],"raw_orcid":"https://orcid.org/0000-0003-2043-9726","affiliations":[{"raw_affiliation_string":"Faculty of Chemical Engineering and Environmental Protection \u201cCristofor Simionescu\u201d, Department of Chemical Engineering, Gheorghe Asachi Technical University of Iasi, Bd. Mangeron 73, 700050, Ia\u0219i, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082397403","display_name":"Silvia Curteanu","orcid":"https://orcid.org/0000-0002-5281-1265","observed_orcids":["https://orcid.org/0000-0002-5281-1265"]},"institutions":[{"id":"https://openalex.org/I4210108695","display_name":"Gheorghe Asachi Technical University of Ia\u0219i","ror":"https://ror.org/014zxnz40","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210108695"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Silvia Curteanu","raw_affiliation_strings":["Faculty of Chemical Engineering and Environmental Protection \u201cCristofor Simionescu\u201d, Department of Chemical Engineering, Gheorghe Asachi Technical University of Iasi, Bd. Mangeron 73, 700050, Ia\u0219i, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Chemical Engineering and Environmental Protection \u201cCristofor Simionescu\u201d, Department of Chemical Engineering, Gheorghe Asachi Technical University of Iasi, Bd. Mangeron 73, 700050, Ia\u0219i, Romania","institution_ids":["https://openalex.org/I4210108695"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018078393","display_name":"Dana Maria Preda","orcid":"https://orcid.org/0000-0002-2497-8148","observed_orcids":["https://orcid.org/0000-0002-2497-8148"]},"institutions":[{"id":"https://openalex.org/I4210146561","display_name":"Academia de Politie Alexandru Ioan Cuza","ror":"https://ror.org/05gc63392","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210146561"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Dana Maria Preda","raw_affiliation_strings":["Fire Officers Faculty, Police Academy \u201cAlexandru Ioan Cuza\u201d, 3 Morarilor Street, Sector 2, 022451, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fire Officers Faculty, Police Academy \u201cAlexandru Ioan Cuza\u201d, 3 Morarilor Street, Sector 2, 022451, Bucharest, Romania","institution_ids":["https://openalex.org/I4210146561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040169633","display_name":"Ioana\u2010Emilia \u015eofran","orcid":"https://orcid.org/0000-0001-7805-1244","observed_orcids":["https://orcid.org/0000-0001-7805-1244"]},"institutions":[{"id":"https://openalex.org/I4210146561","display_name":"Academia de Politie Alexandru Ioan Cuza","ror":"https://ror.org/05gc63392","country_code":"RO","type":"education","lineage":["https://openalex.org/I4210146561"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Ioana-Emilia \u015eofran","raw_affiliation_strings":["Fire Officers Faculty, Police Academy \u201cAlexandru Ioan Cuza\u201d, 3 Morarilor Street, Sector 2, 022451, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fire Officers Faculty, Police Academy \u201cAlexandru Ioan Cuza\u201d, 3 Morarilor Street, Sector 2, 022451, Bucharest, Romania","institution_ids":["https://openalex.org/I4210146561"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070076438","display_name":"Monica Baia","orcid":"https://orcid.org/0000-0001-6820-2491","observed_orcids":["https://orcid.org/0000-0001-6820-2491"]},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"education","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Monica Baia","raw_affiliation_strings":["Faculty of Physics, \u201cBabes-Bolyai\u201d University, Mihail Kog\u0103lniceanu 1, 400084, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Physics, \u201cBabes-Bolyai\u201d University, Mihail Kog\u0103lniceanu 1, 400084, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112416528","display_name":"Malvina Stroe","orcid":"https://orcid.org/0000-0003-3718-8361","observed_orcids":["https://orcid.org/0000-0003-3718-8361"]},"institutions":[{"id":"https://openalex.org/I4210087521","display_name":"National Institute of Materials Physics","ror":"https://ror.org/002ghjd91","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210087521"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Malvina Stroe","raw_affiliation_strings":["Laboratory of Optical Processes in Nanostructured Materials, National Institute of Materials Physics, P.O. Box MG-7, R077125, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Optical Processes in Nanostructured Materials, National Institute of Materials Physics, P.O. Box MG-7, R077125, Bucharest, Romania","institution_ids":["https://openalex.org/I4210087521"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mirela Paraschiv","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210087521","display_name":"National Institute of Materials Physics","ror":"https://ror.org/002ghjd91","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210087521"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mirela Paraschiv","raw_affiliation_strings":["Laboratory of Optical Processes in Nanostructured Materials, National Institute of Materials Physics, P.O. Box MG-7, R077125, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Optical Processes in Nanostructured Materials, National Institute of Materials Physics, P.O. Box MG-7, R077125, Bucharest, Romania","institution_ids":["https://openalex.org/I4210087521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085265619","display_name":"Mihaela A. Baibarac","orcid":"https://orcid.org/0000-0003-1107-514X","observed_orcids":["https://orcid.org/0000-0003-1107-514X"]},"institutions":[{"id":"https://openalex.org/I4210087521","display_name":"National Institute of Materials Physics","ror":"https://ror.org/002ghjd91","country_code":"RO","type":"facility","lineage":["https://openalex.org/I4210087521"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Mihaela Baibarac","raw_affiliation_strings":["Laboratory of Optical Processes in Nanostructured Materials, National Institute of Materials Physics, P.O. Box MG-7, R077125, Bucharest, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Optical Processes in Nanostructured Materials, National Institute of Materials Physics, P.O. Box MG-7, R077125, Bucharest, Romania","institution_ids":["https://openalex.org/I4210087521"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052503320","display_name":"Virginia Danciu","orcid":"https://orcid.org/0000-0003-2479-5330","observed_orcids":["https://orcid.org/0000-0003-2479-5330"]},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"education","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Virginia Danciu","raw_affiliation_strings":["Department of Chemical Engineering, Faculty of Chemistry and Chemical Engineering, \u201cBabes-Bolyai\u201d University, Arany Janos 11, 400028, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Faculty of Chemistry and Chemical Engineering, \u201cBabes-Bolyai\u201d University, Arany Janos 11, 400028, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024016376","display_name":"Liviu Cosmin Cote\u021b","orcid":"https://orcid.org/0000-0001-5306-2414","observed_orcids":["https://orcid.org/0000-0001-5306-2414"]},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"education","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Liviu Cosmin Cotet","raw_affiliation_strings":["Department of Chemical Engineering, Faculty of Chemistry and Chemical Engineering, \u201cBabes-Bolyai\u201d University, Arany Janos 11, 400028, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering, Faculty of Chemistry and Chemical Engineering, \u201cBabes-Bolyai\u201d University, Arany Janos 11, 400028, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032030882","display_name":"Lucian Baia","orcid":"https://orcid.org/0000-0003-3196-4868","observed_orcids":["https://orcid.org/0000-0003-3196-4868"]},"institutions":[{"id":"https://openalex.org/I3125347698","display_name":"Babe\u0219-Bolyai University","ror":"https://ror.org/02rmd1t30","country_code":"RO","type":"education","lineage":["https://openalex.org/I3125347698"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Lucian Baia","raw_affiliation_strings":["Faculty of Physics, \u201cBabes-Bolyai\u201d University, Mihail Kog\u0103lniceanu 1, 400084, Cluj-Napoca, Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Physics, \u201cBabes-Bolyai\u201d University, Mihail Kog\u0103lniceanu 1, 400084, Cluj-Napoca, Romania","institution_ids":["https://openalex.org/I3125347698"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5044984618"],"corresponding_institution_ids":["https://openalex.org/I4210108695"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":null,"fwci":0.3225,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.40501129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"149","issue":"7","first_page":"2805","last_page":"2824"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11360","display_name":"Flame retardant materials and properties","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11360","display_name":"Flame retardant materials and properties","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2507","display_name":"Polymers and Plastics"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11317","display_name":"Fire dynamics and safety research","score":0.0032999999821186066,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12358","display_name":"Thermal and Kinetic Analysis","score":0.0026000000070780516,"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/polystyrene","display_name":"polystyrene","score":0.8949999809265137},{"id":"https://openalex.org/keywords/graphene-oxide","display_name":"graphene oxide","score":0.7910000085830688},{"id":"https://openalex.org/keywords/polymer-composites","display_name":"polymer composites","score":0.8090000152587891},{"id":"https://openalex.org/keywords/flame-retardancy","display_name":"flame retardancy","score":0.796999990940094},{"id":"https://openalex.org/keywords/heat-release-rate","display_name":"heat release rate","score":0.7200000286102295},{"id":"https://openalex.org/keywords/total-heat-release","display_name":"total heat release","score":0.8330000042915344},{"id":"https://openalex.org/keywords/microscale-combustion-calorimetry","display_name":"microscale combustion calorimetry","score":0.7919999957084656},{"id":"https://openalex.org/keywords/neural-network-modeling","display_name":"neural network modeling","score":0.7799999713897705},{"id":"https://openalex.org/keywords/genetic-algorithm-optimization","display_name":"genetic algorithm optimization","score":0.9869999885559082},{"id":"https://openalex.org/keywords/pyrolysis","display_name":"pyrolysis","score":0.7250000238418579},{"id":"https://openalex.org/keywords/combustion-modeling","display_name":"combustion modeling","score":0.36399999260902405}],"concepts":[{"id":"https://openalex.org/C158550234","wikidata":"https://www.wikidata.org/wiki/Q910035","display_name":"Flammability","level":2,"score":0.7534595727920532},{"id":"https://openalex.org/C2777922577","wikidata":"https://www.wikidata.org/wiki/Q146243","display_name":"Polystyrene","level":3,"score":0.7253915071487427},{"id":"https://openalex.org/C115537861","wikidata":"https://www.wikidata.org/wiki/Q7645993","display_name":"Surface modification","level":2,"score":0.7164579033851624},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.6908769011497498},{"id":"https://openalex.org/C30080830","wikidata":"https://www.wikidata.org/wiki/Q169917","display_name":"Graphene","level":2,"score":0.678087592124939},{"id":"https://openalex.org/C2779851234","wikidata":"https://www.wikidata.org/wiki/Q50690","display_name":"Oxide","level":2,"score":0.5944947004318237},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.5820075869560242},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.27771836519241333},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.27328622341156006},{"id":"https://openalex.org/C521977710","wikidata":"https://www.wikidata.org/wiki/Q81163","display_name":"Polymer","level":2,"score":0.19875949621200562},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1382751762866974},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10973-023-12869-9","doi":"https://doi.org/10.1007/s10973-023-12869-9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10973-023-12869-9","pdf_url":null,"source":{"id":"https://openalex.org/S58867329","display_name":"Journal of Thermal Analysis and Calorimetry","issn_l":"1388-6150","issn":["1388-6150","1572-8943","1588-2926"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-d","jufo-1","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Thermal Analysis and Calorimetry","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G7805565571","display_name":null,"funder_award_id":"project number PN-III-P2-2.1-PED-2021-3156","funder_id":"https://openalex.org/F4320318622","funder_display_name":"Ministerul Cercet\u0103rii, Inov\u0103rii \u015fi Digitaliz\u0103rii"}],"funders":[{"id":"https://openalex.org/F4320318622","display_name":"Ministerul Cercet\u0103rii, Inov\u0103rii \u015fi Digitaliz\u0103rii","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1624209627","https://openalex.org/W1931741099","https://openalex.org/W1999554142","https://openalex.org/W2010801475","https://openalex.org/W2011367450","https://openalex.org/W2025540692","https://openalex.org/W2044990484","https://openalex.org/W2051689447","https://openalex.org/W2073028242","https://openalex.org/W2077815426","https://openalex.org/W2106177911","https://openalex.org/W2156163658","https://openalex.org/W2157328663","https://openalex.org/W2164189246","https://openalex.org/W2165657097","https://openalex.org/W2555786807","https://openalex.org/W2566176691","https://openalex.org/W2741792860","https://openalex.org/W2767195590","https://openalex.org/W2884134465","https://openalex.org/W2945562783","https://openalex.org/W2990588257","https://openalex.org/W2998373324","https://openalex.org/W3026109595","https://openalex.org/W3031601910","https://openalex.org/W3093485194","https://openalex.org/W3172726533","https://openalex.org/W3193713087","https://openalex.org/W4309090844","https://openalex.org/W4376127132","https://openalex.org/W4385637294"],"related_works":["https://openalex.org/W1992315075","https://openalex.org/W2945562783","https://openalex.org/W4286791996","https://openalex.org/W2991386264","https://openalex.org/W2941214513","https://openalex.org/W3197791861","https://openalex.org/W884642117","https://openalex.org/W4242566759","https://openalex.org/W3041938925","https://openalex.org/W1979814189"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2024-02-04T00:00:00"}