{"id":"https://openalex.org/W4405000776","doi":"https://doi.org/10.1007/s12145-024-01635-6","title":"Developing long short-term memory combined with numerical first order differential optimization and clockwork recurrent neural network to predict suspended sediment load","display_name":"Developing long short-term memory combined with numerical first order differential optimization and clockwork recurrent neural network to predict suspended sediment load","publication_year":2024,"publication_date":"2024-12-04","ids":{"openalex":"https://openalex.org/W4405000776","doi":"https://doi.org/10.1007/s12145-024-01635-6"},"language":"en","primary_location":{"id":"doi:10.1007/s12145-024-01635-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01635-6","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","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/A5053703767","display_name":"Milad Sharafi","orcid":"https://orcid.org/0000-0001-5288-4133"},"institutions":[{"id":"https://openalex.org/I38476204","display_name":"Urmia University","ror":"https://ror.org/032fk0x53","country_code":"IR","type":"education","lineage":["https://openalex.org/I38476204"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Milad Sharafi","raw_affiliation_strings":["Department of Water Engineering, Urmia University, Urmia, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Engineering, Urmia University, Urmia, Iran","institution_ids":["https://openalex.org/I38476204"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028494169","display_name":"Sadra Shadkani","orcid":"https://orcid.org/0000-0001-9827-6272"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Sadra Shadkani","raw_affiliation_strings":["Department of Water Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111306141","display_name":"Amirreza Pak","orcid":null},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Amirreza Pak","raw_affiliation_strings":["Department of Water Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114991661","display_name":"Alireza Motadayen","orcid":null},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Alireza Motadayen","raw_affiliation_strings":["Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044495811","display_name":"Saeed Samadianfard","orcid":"https://orcid.org/0000-0002-6876-7182"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Saeed Samadianfard","raw_affiliation_strings":["Department of Water Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Water Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077718682","display_name":"Egemen Aras","orcid":"https://orcid.org/0000-0002-7553-9313"},"institutions":[{"id":"https://openalex.org/I192257213","display_name":"Bursa Technical University","ror":"https://ror.org/03rdpn141","country_code":"TR","type":"education","lineage":["https://openalex.org/I192257213"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Egemen Aras","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering and Natural Sciences, University of Bursa Technical, Bursa, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering and Natural Sciences, University of Bursa Technical, Bursa, Turkey","institution_ids":["https://openalex.org/I192257213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089882448","display_name":"Vahid Nourani","orcid":"https://orcid.org/0000-0002-6931-7060"},"institutions":[{"id":"https://openalex.org/I41832843","display_name":"University of Tabriz","ror":"https://ror.org/01papkj44","country_code":"IR","type":"education","lineage":["https://openalex.org/I41832843"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Vahid Nourani","raw_affiliation_strings":["Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Civil Engineering, University of Tabriz, Tabriz, Iran","institution_ids":["https://openalex.org/I41832843"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044495811"],"corresponding_institution_ids":["https://openalex.org/I41832843"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":null,"fwci":0.907,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.69002687,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11490","display_name":"Hydrological Forecasting Using AI","score":0.9988999962806702,"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":0.9988999962806702,"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/T10320","display_name":"Neural Networks and Applications","score":0.9830999970436096,"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/T10330","display_name":"Hydrology and Watershed Management Studies","score":0.9810000061988831,"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/clockwork","display_name":"Clockwork","score":0.795642614364624},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6053206920623779},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5925220251083374},{"id":"https://openalex.org/keywords/sediment","display_name":"Sediment","score":0.5624457001686096},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"Long short term memory","score":0.545730710029602},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5338061451911926},{"id":"https://openalex.org/keywords/first-order","display_name":"First order","score":0.5321483016014099},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5285816788673401},{"id":"https://openalex.org/keywords/short-term-memory","display_name":"Short-term memory","score":0.4866974651813507},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.4823681712150574},{"id":"https://openalex.org/keywords/differential","display_name":"Differential (mechanical device)","score":0.4499996304512024},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3258242607116699},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2494267225265503},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22823747992515564},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18399330973625183},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.15595382452011108},{"id":"https://openalex.org/keywords/working-memory","display_name":"Working memory","score":0.14872878789901733},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.1453065574169159},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14146015048027039},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1343970000743866},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11618998646736145},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08694997429847717},{"id":"https://openalex.org/keywords/paleontology","display_name":"Paleontology","score":0.08353608846664429}],"concepts":[{"id":"https://openalex.org/C112795245","wikidata":"https://www.wikidata.org/wiki/Q1400734","display_name":"Clockwork","level":2,"score":0.795642614364624},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6053206920623779},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5925220251083374},{"id":"https://openalex.org/C2816523","wikidata":"https://www.wikidata.org/wiki/Q180184","display_name":"Sediment","level":2,"score":0.5624457001686096},{"id":"https://openalex.org/C133488467","wikidata":"https://www.wikidata.org/wiki/Q6673524","display_name":"Long short term memory","level":4,"score":0.545730710029602},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5338061451911926},{"id":"https://openalex.org/C2987642246","wikidata":"https://www.wikidata.org/wiki/Q5452196","display_name":"First order","level":2,"score":0.5321483016014099},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5285816788673401},{"id":"https://openalex.org/C179226034","wikidata":"https://www.wikidata.org/wiki/Q18599","display_name":"Short-term memory","level":4,"score":0.4866974651813507},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.4823681712150574},{"id":"https://openalex.org/C93226319","wikidata":"https://www.wikidata.org/wiki/Q193137","display_name":"Differential (mechanical device)","level":2,"score":0.4499996304512024},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3258242607116699},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2494267225265503},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22823747992515564},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18399330973625183},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.15595382452011108},{"id":"https://openalex.org/C21963081","wikidata":"https://www.wikidata.org/wiki/Q11337567","display_name":"Working memory","level":3,"score":0.14872878789901733},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.1453065574169159},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14146015048027039},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1343970000743866},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11618998646736145},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08694997429847717},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.08353608846664429},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s12145-024-01635-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s12145-024-01635-6","pdf_url":null,"source":{"id":"https://openalex.org/S198914822","display_name":"Earth Science Informatics","issn_l":"1865-0473","issn":["1865-0473","1865-0481"],"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":"Earth Science Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W2026960569","https://openalex.org/W2052075521","https://openalex.org/W2061435454","https://openalex.org/W2064675550","https://openalex.org/W2115568008","https://openalex.org/W2298869788","https://openalex.org/W2406182434","https://openalex.org/W2555231795","https://openalex.org/W2561675875","https://openalex.org/W2804425316","https://openalex.org/W2883718552","https://openalex.org/W2911964244","https://openalex.org/W2962862931","https://openalex.org/W2963100393","https://openalex.org/W2967041665","https://openalex.org/W2976988564","https://openalex.org/W2977169958","https://openalex.org/W2978560988","https://openalex.org/W2984376566","https://openalex.org/W2996724567","https://openalex.org/W2997270872","https://openalex.org/W3037312783","https://openalex.org/W3040507935","https://openalex.org/W3080702803","https://openalex.org/W3109491312","https://openalex.org/W3118819315","https://openalex.org/W3127301485","https://openalex.org/W3132489834","https://openalex.org/W3144841829","https://openalex.org/W3146795850","https://openalex.org/W3159598116","https://openalex.org/W3203486947","https://openalex.org/W3204479447","https://openalex.org/W3209340886","https://openalex.org/W4200551443","https://openalex.org/W4205308057","https://openalex.org/W4206843724","https://openalex.org/W4214620440","https://openalex.org/W4281572205","https://openalex.org/W4283022487","https://openalex.org/W4284958745","https://openalex.org/W4285999771","https://openalex.org/W4287204036","https://openalex.org/W4296285620","https://openalex.org/W4302283530","https://openalex.org/W4302425312","https://openalex.org/W4308071707","https://openalex.org/W4310689742","https://openalex.org/W4321238586","https://openalex.org/W4377104076","https://openalex.org/W4377141903","https://openalex.org/W4382196117","https://openalex.org/W4383955976","https://openalex.org/W4384938504","https://openalex.org/W4385075252","https://openalex.org/W4386033041","https://openalex.org/W4386648688","https://openalex.org/W4386714078","https://openalex.org/W4388656246","https://openalex.org/W4399789624"],"related_works":["https://openalex.org/W2607940916","https://openalex.org/W3006008002","https://openalex.org/W2094718878","https://openalex.org/W2912436397","https://openalex.org/W2176458066","https://openalex.org/W4313445842","https://openalex.org/W2567278883","https://openalex.org/W3006180803","https://openalex.org/W4402540985","https://openalex.org/W4403602314"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
