{"id":"https://openalex.org/W4313451091","doi":"https://doi.org/10.1007/s00521-022-08176-3","title":"SedimentNet\u00a0\u2014\u00a0a 1D-CNN machine learning model for prediction of hydrodynamic forces in rapidly varied flows","display_name":"SedimentNet\u00a0\u2014\u00a0a 1D-CNN machine learning model for prediction of hydrodynamic forces in rapidly varied flows","publication_year":2022,"publication_date":"2022-12-20","ids":{"openalex":"https://openalex.org/W4313451091","doi":"https://doi.org/10.1007/s00521-022-08176-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-022-08176-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-08176-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","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/A5002138936","display_name":"Muhammad Zain Bin Riaz","orcid":"https://orcid.org/0000-0001-6918-2293"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Muhammad Zain Bin Riaz","raw_affiliation_strings":["School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0001-6918-2293","affiliations":[{"raw_affiliation_string":"School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038130073","display_name":"Umair Iqbal","orcid":"https://orcid.org/0000-0003-0894-0489"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Umair Iqbal","raw_affiliation_strings":["SMART Infrastructure Facility, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SMART Infrastructure Facility, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079793859","display_name":"Shu\u2010Qing Yang","orcid":"https://orcid.org/0000-0001-9468-8069"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shu-Qing Yang","raw_affiliation_strings":["School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100706849","display_name":"Muttucumaru Sivakumar","orcid":"https://orcid.org/0000-0002-6315-7967"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Muttucumaru Sivakumar","raw_affiliation_strings":["School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058569977","display_name":"Keith Enever","orcid":null},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Keith Enever","raw_affiliation_strings":["School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102928673","display_name":"Usman Khalil","orcid":"https://orcid.org/0000-0003-0324-2729"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Usman Khalil","raw_affiliation_strings":["School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084248678","display_name":"Rong Ji","orcid":"https://orcid.org/0000-0003-1488-2326"},"institutions":[{"id":"https://openalex.org/I204824540","display_name":"University of Wollongong","ror":"https://ror.org/00jtmb277","country_code":"AU","type":"education","lineage":["https://openalex.org/I204824540"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Rong Ji","raw_affiliation_strings":["School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Civil, Mining, and Environmental Engineering, University of Wollongong, Wollongong, NSW, Australia","institution_ids":["https://openalex.org/I204824540"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033575533","display_name":"Nadeeka Sajeewani Miguntanna","orcid":"https://orcid.org/0000-0003-2358-2173"},"institutions":[{"id":"https://openalex.org/I197250369","display_name":"General Sir John Kotelawala Defence University","ror":"https://ror.org/04n37he08","country_code":"LK","type":"education","lineage":["https://openalex.org/I197250369"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Nadeeka Sajeewani Miguntanna","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering, Sir John Kothelawala Defence University, Kandawala, Colombo, Sri Lanka"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering, Sir John Kothelawala Defence University, Kandawala, Colombo, Sri Lanka","institution_ids":["https://openalex.org/I197250369"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5002138936"],"corresponding_institution_ids":["https://openalex.org/I204824540"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.0189,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77311989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10577","display_name":"Hydrology and Sediment Transport Processes","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T10577","display_name":"Hydrology and Sediment Transport Processes","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"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/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9898999929428101,"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/T10930","display_name":"Flood Risk Assessment and Management","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"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/drag","display_name":"Drag","score":0.8359214067459106},{"id":"https://openalex.org/keywords/lift","display_name":"Lift (data mining)","score":0.6846106648445129},{"id":"https://openalex.org/keywords/lift-to-drag-ratio","display_name":"Lift-to-drag ratio","score":0.5543550252914429},{"id":"https://openalex.org/keywords/beach-morphodynamics","display_name":"Beach morphodynamics","score":0.5098242163658142},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.488474041223526},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.47796058654785156},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4451441466808319},{"id":"https://openalex.org/keywords/sediment-transport","display_name":"Sediment transport","score":0.4258861839771271},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.41513362526893616},{"id":"https://openalex.org/keywords/sediment","display_name":"Sediment","score":0.37658753991127014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3715249300003052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3423503637313843},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.33800992369651794},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.25019025802612305},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.24586647748947144},{"id":"https://openalex.org/keywords/geomorphology","display_name":"Geomorphology","score":0.07851636409759521}],"concepts":[{"id":"https://openalex.org/C72921944","wikidata":"https://www.wikidata.org/wiki/Q206621","display_name":"Drag","level":2,"score":0.8359214067459106},{"id":"https://openalex.org/C139002025","wikidata":"https://www.wikidata.org/wiki/Q3001212","display_name":"Lift (data mining)","level":2,"score":0.6846106648445129},{"id":"https://openalex.org/C107157880","wikidata":"https://www.wikidata.org/wiki/Q845727","display_name":"Lift-to-drag ratio","level":3,"score":0.5543550252914429},{"id":"https://openalex.org/C16156107","wikidata":"https://www.wikidata.org/wiki/Q4875786","display_name":"Beach morphodynamics","level":4,"score":0.5098242163658142},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.488474041223526},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.47796058654785156},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4451441466808319},{"id":"https://openalex.org/C65589250","wikidata":"https://www.wikidata.org/wiki/Q7445303","display_name":"Sediment transport","level":3,"score":0.4258861839771271},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.41513362526893616},{"id":"https://openalex.org/C2816523","wikidata":"https://www.wikidata.org/wiki/Q180184","display_name":"Sediment","level":2,"score":0.37658753991127014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3715249300003052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3423503637313843},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.33800992369651794},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.25019025802612305},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.24586647748947144},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.07851636409759521},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00521-022-08176-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-022-08176-3","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:ro.uow.edu.au:test2021-12822","is_oa":false,"landing_page_url":"https://ro.uow.edu.au/test2021/7275","pdf_url":null,"source":{"id":"https://openalex.org/S4306400510","display_name":"Research Online (University of Wollongong)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I204824540","host_organization_name":"University of Wollongong","host_organization_lineage":["https://openalex.org/I204824540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Harvesting Series","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W299709162","https://openalex.org/W1956947232","https://openalex.org/W1967320885","https://openalex.org/W1990839062","https://openalex.org/W1993217142","https://openalex.org/W2011954022","https://openalex.org/W2028070629","https://openalex.org/W2028157527","https://openalex.org/W2042130715","https://openalex.org/W2062848325","https://openalex.org/W2085633990","https://openalex.org/W2087347434","https://openalex.org/W2093090592","https://openalex.org/W2110620881","https://openalex.org/W2120357525","https://openalex.org/W2139718878","https://openalex.org/W2169459357","https://openalex.org/W2314303909","https://openalex.org/W2748166827","https://openalex.org/W2752322585","https://openalex.org/W2895147187","https://openalex.org/W2911964244","https://openalex.org/W2922016143","https://openalex.org/W2942806183","https://openalex.org/W2953932471","https://openalex.org/W2968114327","https://openalex.org/W3000443364","https://openalex.org/W3044134577","https://openalex.org/W3046220990","https://openalex.org/W3110827798","https://openalex.org/W3148724807","https://openalex.org/W3194277736","https://openalex.org/W4281902803","https://openalex.org/W4297957988","https://openalex.org/W4308467998"],"related_works":["https://openalex.org/W3004713843","https://openalex.org/W4253183766","https://openalex.org/W4299316374","https://openalex.org/W583557878","https://openalex.org/W2735354926","https://openalex.org/W430940006","https://openalex.org/W93765418","https://openalex.org/W2159124417","https://openalex.org/W2549238137","https://openalex.org/W1494373947"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
