{"id":"https://openalex.org/W4415436712","doi":"https://doi.org/10.1016/j.asoc.2025.114061","title":"Physics-informed neural control for mitigating flood effects: A case study based on a simulated hydrographic basin","display_name":"Physics-informed neural control for mitigating flood effects: A case study based on a simulated hydrographic basin","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W4415436712","doi":"https://doi.org/10.1016/j.asoc.2025.114061"},"language":"en","primary_location":{"id":"doi:10.1016/j.asoc.2025.114061","doi":"https://doi.org/10.1016/j.asoc.2025.114061","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2025.114061","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","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":"Applied Soft Computing","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/A5081281695","display_name":"Luis Fernando Nazari","orcid":"https://orcid.org/0000-0003-3830-5080","observed_orcids":["https://orcid.org/0000-0003-3830-5080"]},"institutions":[{"id":"https://openalex.org/I4210118451","display_name":"Instituto Federal Catarinense","ror":"https://ror.org/02f8h1m78","country_code":"BR","type":"facility","lineage":["https://openalex.org/I4210118451"]},{"id":"https://openalex.org/I47403697","display_name":"Instituto Federal de Educa\u00e7\u00e3o, Ci\u00eancia e Tecnologia de Santa Catarina","ror":"https://ror.org/00fcpmw49","country_code":"BR","type":"education","lineage":["https://openalex.org/I47403697"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luis Fernando Nazari","raw_affiliation_strings":["Mathematics Department, Federal Institute of Education Science and Technology Catarinense, Rio do Sul, SC 89160-202, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-3830-5080","affiliations":[{"raw_affiliation_string":"Mathematics Department, Federal Institute of Education Science and Technology Catarinense, Rio do Sul, SC 89160-202, Brazil","institution_ids":["https://openalex.org/I4210118451","https://openalex.org/I47403697"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065625026","display_name":"Eduardo Camponogara","orcid":"https://orcid.org/0000-0002-0236-0689","observed_orcids":["https://orcid.org/0000-0002-0236-0689"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Eduardo Camponogara","raw_affiliation_strings":["Department of Automation and Systems Engineering, Federal University of Santa Catarina, Florian\u00f3polis, SC 88040-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-0236-0689","affiliations":[{"raw_affiliation_string":"Department of Automation and Systems Engineering, Federal University of Santa Catarina, Florian\u00f3polis, SC 88040-900, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064834287","display_name":"Laio Oriel Seman","orcid":"https://orcid.org/0000-0002-6806-9122","observed_orcids":["https://orcid.org/0000-0002-6806-9122"]},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Laio Oriel Seman","raw_affiliation_strings":["Department of Automation and Systems Engineering, Federal University of Santa Catarina, Florian\u00f3polis, SC 88040-900, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-6806-9122","affiliations":[{"raw_affiliation_string":"Department of Automation and Systems Engineering, Federal University of Santa Catarina, Florian\u00f3polis, SC 88040-900, Brazil","institution_ids":["https://openalex.org/I4104125"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064834287"],"corresponding_institution_ids":["https://openalex.org/I4104125"],"apc_list":{"value":3730,"currency":"USD","value_usd":3730},"apc_paid":null,"fwci":0.6896,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.58869678,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"186","issue":null,"first_page":"114061","last_page":"114061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.4814000129699707,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.4814000129699707,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.24150000512599945,"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/T10969","display_name":"Water resources management and optimization","score":0.10279999673366547,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/flood-control","display_name":"flood control","score":0.968999981880188},{"id":"https://openalex.org/keywords/physics-informed-neural-networks","display_name":"physics-informed neural networks","score":0.9330000281333923},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"model predictive control","score":0.996999979019165},{"id":"https://openalex.org/keywords/shallow-water-equations","display_name":"shallow water equations","score":0.949999988079071},{"id":"https://openalex.org/keywords/surrogate-modeling","display_name":"surrogate models","score":0.621999979019165},{"id":"https://openalex.org/keywords/reservoir-management","display_name":"reservoir management","score":0.8730000257492065},{"id":"https://openalex.org/keywords/water-level-forecasting","display_name":"water level prediction","score":0.7289999723434448},{"id":"https://openalex.org/keywords/watershed","display_name":"watershed","score":0.6190000176429749},{"id":"https://openalex.org/keywords/urban-flood-control","display_name":"urban flood control","score":0.43700000643730164}],"concepts":[{"id":"https://openalex.org/C2776132308","wikidata":"https://www.wikidata.org/wiki/Q11070850","display_name":"Inflow","level":2,"score":0.6759999990463257},{"id":"https://openalex.org/C539955404","wikidata":"https://www.wikidata.org/wiki/Q1187968","display_name":"Flood control","level":3,"score":0.5562999844551086},{"id":"https://openalex.org/C76256466","wikidata":"https://www.wikidata.org/wiki/Q182468","display_name":"Hydrography","level":2,"score":0.5507000088691711},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5401999950408936},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.531000018119812},{"id":"https://openalex.org/C74256435","wikidata":"https://www.wikidata.org/wiki/Q134052","display_name":"Flood myth","level":2,"score":0.5242999792098999},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.47040000557899475},{"id":"https://openalex.org/C186594467","wikidata":"https://www.wikidata.org/wiki/Q1429176","display_name":"Flooding (psychology)","level":2,"score":0.45980000495910645},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.42719998955726624},{"id":"https://openalex.org/C76886044","wikidata":"https://www.wikidata.org/wiki/Q2883300","display_name":"Hydrology (agriculture)","level":2,"score":0.40619999170303345},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.38530001044273376},{"id":"https://openalex.org/C1284942","wikidata":"https://www.wikidata.org/wiki/Q1929501","display_name":"Water level","level":2,"score":0.38420000672340393},{"id":"https://openalex.org/C131675550","wikidata":"https://www.wikidata.org/wiki/Q7646884","display_name":"Surrogate model","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C126197015","wikidata":"https://www.wikidata.org/wiki/Q1586683","display_name":"Hydrological modelling","level":2,"score":0.3765999972820282},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.366100013256073},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C183195422","wikidata":"https://www.wikidata.org/wiki/Q3409303","display_name":"Flood forecasting","level":3,"score":0.3075000047683716},{"id":"https://openalex.org/C191172861","wikidata":"https://www.wikidata.org/wiki/Q7899321","display_name":"Upstream (networking)","level":2,"score":0.30070000886917114},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.29409998655319214},{"id":"https://openalex.org/C166408148","wikidata":"https://www.wikidata.org/wiki/Q2495763","display_name":"Hydrographic survey","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C155681218","wikidata":"https://www.wikidata.org/wiki/Q193110","display_name":"Floodplain","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2856999933719635},{"id":"https://openalex.org/C153240184","wikidata":"https://www.wikidata.org/wiki/Q3243772","display_name":"Control variable","level":2,"score":0.2721000015735626},{"id":"https://openalex.org/C148043351","wikidata":"https://www.wikidata.org/wiki/Q4456944","display_name":"Current (fluid)","level":2,"score":0.2660999894142151},{"id":"https://openalex.org/C2988574769","wikidata":"https://www.wikidata.org/wiki/Q2259545","display_name":"Water flow","level":2,"score":0.25839999318122864},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.25780001282691956},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.25699999928474426},{"id":"https://openalex.org/C114993203","wikidata":"https://www.wikidata.org/wiki/Q3500933","display_name":"Detention basin","level":4,"score":0.25619998574256897},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.2558000087738037},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.250900000333786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.asoc.2025.114061","doi":"https://doi.org/10.1016/j.asoc.2025.114061","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.asoc.2025.114061","pdf_url":null,"source":{"id":"https://openalex.org/S140556538","display_name":"Applied Soft Computing","issn_l":"1568-4946","issn":["1568-4946","1872-9681"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","dongbi-c","jufo-1","ki-jl-1","norway-2","poland-200","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":"Applied Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6618000268936157,"id":"https://metadata.un.org/sdg/6","display_name":"Clean water and sanitation"},{"score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"study_designs":[],"awards":[{"id":"https://openalex.org/G2845148050","display_name":null,"funder_award_id":"308624/2021-1","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"},{"id":"https://openalex.org/G6651078305","display_name":null,"funder_award_id":"402099/2023-0","funder_id":"https://openalex.org/F4320322025","funder_display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico"}],"funders":[{"id":"https://openalex.org/F4320322025","display_name":"Conselho Nacional de Desenvolvimento Cient\u00edfico e Tecnol\u00f3gico","ror":"https://ror.org/03swz6y49"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W644650476","https://openalex.org/W656160618","https://openalex.org/W1598003443","https://openalex.org/W1967382613","https://openalex.org/W2000042668","https://openalex.org/W2004805052","https://openalex.org/W2067849377","https://openalex.org/W2072143752","https://openalex.org/W2086896672","https://openalex.org/W2120575449","https://openalex.org/W2123871098","https://openalex.org/W2159164703","https://openalex.org/W2162350615","https://openalex.org/W2397222277","https://openalex.org/W2494132755","https://openalex.org/W2498216762","https://openalex.org/W2563378438","https://openalex.org/W2801529513","https://openalex.org/W2884165914","https://openalex.org/W2899023746","https://openalex.org/W2899283552","https://openalex.org/W2899856742","https://openalex.org/W2962727772","https://openalex.org/W3021177617","https://openalex.org/W3115068053","https://openalex.org/W3129736820","https://openalex.org/W3129932793","https://openalex.org/W3163993681","https://openalex.org/W3201579698","https://openalex.org/W3211168911","https://openalex.org/W4205753157","https://openalex.org/W4224265012","https://openalex.org/W4238424250","https://openalex.org/W4246038204","https://openalex.org/W4247680473","https://openalex.org/W4283836623","https://openalex.org/W4292348019","https://openalex.org/W4302519795","https://openalex.org/W4323306180","https://openalex.org/W4362607990","https://openalex.org/W4364377857","https://openalex.org/W4379162539","https://openalex.org/W4382560633","https://openalex.org/W4389011046","https://openalex.org/W4391969228","https://openalex.org/W4392489771","https://openalex.org/W4394906114","https://openalex.org/W4396621842","https://openalex.org/W4399197142","https://openalex.org/W4399559343","https://openalex.org/W4400094427","https://openalex.org/W4401056571","https://openalex.org/W4402305267","https://openalex.org/W4403097246","https://openalex.org/W4404020053","https://openalex.org/W4405778085","https://openalex.org/W4406256023","https://openalex.org/W4406352398"],"related_works":["https://openalex.org/W4292348019","https://openalex.org/W7134122640","https://openalex.org/W7033285116","https://openalex.org/W7214888269","https://openalex.org/W7221461406","https://openalex.org/W3202866874","https://openalex.org/W4394725797","https://openalex.org/W4404006487","https://openalex.org/W7155457821","https://openalex.org/W7160760721"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-10-12T09:40:04.860316","created_date":"2025-10-24T00:00:00"}