{"id":"https://openalex.org/W7128907993","doi":"https://doi.org/10.1016/j.oceaneng.2026.124562","title":"Machine learning-assisted modeling of nonlinear dispersive waves in ocean engineering","display_name":"Machine learning-assisted modeling of nonlinear dispersive waves in ocean engineering","publication_year":2026,"publication_date":"2026-02-14","ids":{"openalex":"https://openalex.org/W7128907993","doi":"https://doi.org/10.1016/j.oceaneng.2026.124562"},"language":"en","primary_location":{"id":"doi:10.1016/j.oceaneng.2026.124562","doi":"https://doi.org/10.1016/j.oceaneng.2026.124562","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.oceaneng.2026.124562","pdf_url":null,"source":{"id":"https://openalex.org/S76910236","display_name":"Ocean Engineering","issn_l":"0029-8018","issn":["0029-8018","1873-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","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":"Ocean 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":"https://openalex.org/A5125510032","display_name":"Dean Chou","orcid":"https://orcid.org/0000-0001-9533-1918","observed_orcids":["https://orcid.org/0000-0001-9533-1918"]},"institutions":[{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Dean Chou","raw_affiliation_strings":["Academy of Innovative Semiconductor and Sustainable Manufacturing, National Cheng Kung University, Tainan, 701401, Taiwan","Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701401, Taiwan"],"raw_orcid":"https://orcid.org/0000-0001-9533-1918","affiliations":[{"raw_affiliation_string":"Academy of Innovative Semiconductor and Sustainable Manufacturing, National Cheng Kung University, Tainan, 701401, Taiwan","institution_ids":["https://openalex.org/I91807558"]},{"raw_affiliation_string":"Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701401, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027405619","display_name":"Ifrah Iqbal","orcid":"https://orcid.org/0009-0004-6762-9580","observed_orcids":["https://orcid.org/0009-0004-6762-9580"]},"institutions":[{"id":"https://openalex.org/I3130814776","display_name":"University of Okara","ror":"https://ror.org/02fmg6q11","country_code":"PK","type":"education","lineage":["https://openalex.org/I3130814776"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Ifrah Iqbal","raw_affiliation_strings":["Department of Mathematics, University of Okara, Okara, Pakistan"],"raw_orcid":"https://orcid.org/0009-0004-6762-9580","affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Okara, Okara, Pakistan","institution_ids":["https://openalex.org/I3130814776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091807777","display_name":"Turke Althobaiti","orcid":"https://orcid.org/0000-0002-6674-7890","observed_orcids":["https://orcid.org/0000-0002-6674-7890","https://orcid.org/0009-0007-4540-1990"]},"institutions":[{"id":"https://openalex.org/I118590987","display_name":"Northern Border University","ror":"https://ror.org/03j9tzj20","country_code":"SA","type":"education","lineage":["https://openalex.org/I118590987"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Turke Althobaiti","raw_affiliation_strings":["Department of Computer Science, Faculty of Science, Northern Border University, Arar, 73222, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0002-6674-7890","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Science, Northern Border University, Arar, 73222, Saudi Arabia","institution_ids":["https://openalex.org/I118590987"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104004706","display_name":"Hamood Ur Rehman","orcid":"https://orcid.org/0000-0002-7338-6288","observed_orcids":["https://orcid.org/0000-0002-7338-6288"]},"institutions":[{"id":"https://openalex.org/I113330528","display_name":"Khazar University","ror":"https://ror.org/014te7048","country_code":"AZ","type":"education","lineage":["https://openalex.org/I113330528"]},{"id":"https://openalex.org/I91807558","display_name":"National Cheng Kung University","ror":"https://ror.org/01b8kcc49","country_code":"TW","type":"education","lineage":["https://openalex.org/I91807558"]}],"countries":["AZ","TW"],"is_corresponding":true,"raw_author_name":"Hamood Ur Rehman","raw_affiliation_strings":["Center for Theoretical Physics, Khazar University, 41 Mehseti Street, Baku, AZ1096, Azerbaijan","Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701401, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-7338-6288","affiliations":[{"raw_affiliation_string":"Center for Theoretical Physics, Khazar University, 41 Mehseti Street, Baku, AZ1096, Azerbaijan","institution_ids":["https://openalex.org/I113330528"]},{"raw_affiliation_string":"Department of Biomedical Engineering, National Cheng Kung University, Tainan, 701401, Taiwan","institution_ids":["https://openalex.org/I91807558"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5104004706"],"corresponding_institution_ids":["https://openalex.org/I113330528","https://openalex.org/I91807558"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":20.3683,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.9943952,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"352","issue":null,"first_page":"124562","last_page":"124562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10248","display_name":"Nonlinear Waves and Solitons","score":0.9961000084877014,"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/T10248","display_name":"Nonlinear Waves and Solitons","score":0.9961000084877014,"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/T10320","display_name":"Neural Networks and Applications","score":0.0007999999797903001,"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":0.000699999975040555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/modified-benjamin-bona-mahony-equation","display_name":"modified Benjamin-Bona-Mahony equation","score":0.9829999804496765},{"id":"https://openalex.org/keywords/nonlinear-dispersive-waves","display_name":"nonlinear dispersive waves","score":0.8659999966621399},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.6660000085830688},{"id":"https://openalex.org/keywords/solitary-waves","display_name":"solitary waves","score":0.7459999918937683},{"id":"https://openalex.org/keywords/periodic-wave-trains","display_name":"periodic wave trains","score":0.8429999947547913},{"id":"https://openalex.org/keywords/wave-interaction","display_name":"wave interaction","score":0.6959999799728394},{"id":"https://openalex.org/keywords/long-wave-propagation","display_name":"long wave propagation","score":0.9190000295639038},{"id":"https://openalex.org/keywords/exact-and-approximate-solutions","display_name":"exact and approximate solutions","score":0.8080000281333923},{"id":"https://openalex.org/keywords/numerical-analytical-method","display_name":"numerical-analytical method","score":0.7089999914169312}],"concepts":[{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.8237000107765198},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.694599986076355},{"id":"https://openalex.org/C165082838","wikidata":"https://www.wikidata.org/wiki/Q165848","display_name":"Wind wave","level":2,"score":0.4699000120162964},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4163999855518341},{"id":"https://openalex.org/C35797730","wikidata":"https://www.wikidata.org/wiki/Q1929527","display_name":"Wave model","level":2,"score":0.40059998631477356},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4000000059604645},{"id":"https://openalex.org/C93779851","wikidata":"https://www.wikidata.org/wiki/Q271977","display_name":"Partial differential equation","level":2,"score":0.39559999108314514},{"id":"https://openalex.org/C44886760","wikidata":"https://www.wikidata.org/wiki/Q1758425","display_name":"Wave propagation","level":2,"score":0.35499998927116394},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.34060001373291016},{"id":"https://openalex.org/C500300565","wikidata":"https://www.wikidata.org/wiki/Q925667","display_name":"Computer simulation","level":2,"score":0.3375000059604645},{"id":"https://openalex.org/C48753275","wikidata":"https://www.wikidata.org/wiki/Q11216","display_name":"Numerical analysis","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C186348155","wikidata":"https://www.wikidata.org/wiki/Q7975538","display_name":"Waves and shallow water","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C76969082","wikidata":"https://www.wikidata.org/wiki/Q486902","display_name":"Mathematical model","level":2,"score":0.27399998903274536},{"id":"https://openalex.org/C177562468","wikidata":"https://www.wikidata.org/wiki/Q182893","display_name":"Dispersion (optics)","level":2,"score":0.2694999873638153},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.26649999618530273},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26269999146461487},{"id":"https://openalex.org/C59696629","wikidata":"https://www.wikidata.org/wiki/Q193846","display_name":"Wave equation","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2538999915122986},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.25200000405311584},{"id":"https://openalex.org/C7228185","wikidata":"https://www.wikidata.org/wiki/Q7076138","display_name":"Ocean dynamics","level":3,"score":0.25060001015663147},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.oceaneng.2026.124562","doi":"https://doi.org/10.1016/j.oceaneng.2026.124562","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.oceaneng.2026.124562","pdf_url":null,"source":{"id":"https://openalex.org/S76910236","display_name":"Ocean Engineering","issn_l":"0029-8018","issn":["0029-8018","1873-5258"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","jufo-2","ki-jl-1","norway-1","poland-140","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":"Ocean Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1507495030","display_name":null,"funder_award_id":"113-2622-8-006-023-SB","funder_id":"https://openalex.org/F4320328654","funder_display_name":"Northern Border University"},{"id":"https://openalex.org/G2759611447","display_name":null,"funder_award_id":"NBU-FFR-2025-432-14","funder_id":"https://openalex.org/F4320328654","funder_display_name":"Northern Border University"},{"id":"https://openalex.org/G4278264394","display_name":null,"funder_award_id":"113-2221-E-006-033-MY3","funder_id":"https://openalex.org/F4320328654","funder_display_name":"Northern Border University"},{"id":"https://openalex.org/G8531482885","display_name":null,"funder_award_id":"NBU-FFR-2026-432-04","funder_id":"https://openalex.org/F4320328654","funder_display_name":"Northern Border University"}],"funders":[{"id":"https://openalex.org/F2461203286","display_name":"National Science and Technology Council","ror":"https://ror.org/02kv4zf79"},{"id":"https://openalex.org/F4320328654","display_name":"Northern Border University","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1512069430","https://openalex.org/W1968712637","https://openalex.org/W2080011055","https://openalex.org/W2137472931","https://openalex.org/W2735139999","https://openalex.org/W2768261654","https://openalex.org/W2796817565","https://openalex.org/W2907294897","https://openalex.org/W3021748939","https://openalex.org/W3131579400","https://openalex.org/W3214475933","https://openalex.org/W4206112021","https://openalex.org/W4206726492","https://openalex.org/W4308493602","https://openalex.org/W4309048288","https://openalex.org/W4376612639","https://openalex.org/W4379619684","https://openalex.org/W4385767219","https://openalex.org/W4389836487","https://openalex.org/W4399217028","https://openalex.org/W4400577873","https://openalex.org/W4400807167","https://openalex.org/W4405624068","https://openalex.org/W4408251007","https://openalex.org/W4409246281","https://openalex.org/W4410766390","https://openalex.org/W4412003471","https://openalex.org/W4412630716","https://openalex.org/W4412642369","https://openalex.org/W4413128223","https://openalex.org/W4413343316","https://openalex.org/W4413424529","https://openalex.org/W4415406338","https://openalex.org/W4416614334"],"related_works":["https://openalex.org/W7172504304","https://openalex.org/W7160701041","https://openalex.org/W7161286559","https://openalex.org/W7214506155","https://openalex.org/W7128739879","https://openalex.org/W4416614334","https://openalex.org/W7204901268","https://openalex.org/W7135081786","https://openalex.org/W7214166240","https://openalex.org/W4416687619"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":13}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-02-15T00:00:00"}
