{"id":"https://openalex.org/W4389944690","doi":"https://doi.org/10.1007/s40808-023-01903-2","title":"Assessing single and hybrid AI approaches in conjunction with FEM to enhance seepage prediction in earth dams","display_name":"Assessing single and hybrid AI approaches in conjunction with FEM to enhance seepage prediction in earth dams","publication_year":2023,"publication_date":"2023-12-19","ids":{"openalex":"https://openalex.org/W4389944690","doi":"https://doi.org/10.1007/s40808-023-01903-2"},"language":"en","primary_location":{"id":"doi:10.1007/s40808-023-01903-2","doi":"https://doi.org/10.1007/s40808-023-01903-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40808-023-01903-2","pdf_url":null,"source":{"id":"https://openalex.org/S2764607366","display_name":"Modeling Earth Systems and Environment","issn_l":"2363-6203","issn":["2363-6203","2363-6211"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-20","russia-white-list-2","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":"Modeling Earth Systems and Environment","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4389944690"],"child_works_count":0,"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/A5057387277","display_name":"Leyla Harbi","orcid":"https://orcid.org/0000-0002-4009-9952","observed_orcids":["https://orcid.org/0000-0002-4009-9952"]},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Leyla Harbi","raw_affiliation_strings":["RISAM Lab, Department of Civil Engineering, Faculty of Technology, University of Tlemcen, BP 230, Tlemcen, Algeria"],"raw_orcid":"https://orcid.org/0000-0002-4009-9952","affiliations":[{"raw_affiliation_string":"RISAM Lab, Department of Civil Engineering, Faculty of Technology, University of Tlemcen, BP 230, Tlemcen, Algeria","institution_ids":["https://openalex.org/I233209018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038867978","display_name":"Nadia Smail","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nadia Smail","raw_affiliation_strings":["RISAM Lab, Department of Civil Engineering, Faculty of Technology, University of Tlemcen, BP 230, Tlemcen, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RISAM Lab, Department of Civil Engineering, Faculty of Technology, University of Tlemcen, BP 230, Tlemcen, Algeria","institution_ids":["https://openalex.org/I233209018"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012972891","display_name":"Bouchrit Rouissat","orcid":"https://orcid.org/0000-0002-6701-4592","observed_orcids":["https://orcid.org/0000-0002-6701-4592"]},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Bouchrit Rouissat","raw_affiliation_strings":["RISAM Lab, Department of Civil Engineering, Faculty of Technology, University of Tlemcen, BP 230, Tlemcen, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RISAM Lab, Department of Civil Engineering, Faculty of Technology, University of Tlemcen, BP 230, Tlemcen, Algeria","institution_ids":["https://openalex.org/I233209018"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006898253","display_name":"Hicham Charrak","orcid":"https://orcid.org/0000-0001-8482-7862","observed_orcids":["https://orcid.org/0000-0001-8482-7862"]},"institutions":[{"id":"https://openalex.org/I233209018","display_name":"University of Abou Bekr Belka\u00efd","ror":"https://ror.org/00jsjm362","country_code":"DZ","type":"education","lineage":["https://openalex.org/I233209018"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Hicham Charrak","raw_affiliation_strings":["RISAM Lab, Department of Civil Engineering, Faculty of Technology, University of Tlemcen, BP 230, Tlemcen, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"RISAM Lab, Department of Civil Engineering, Faculty of Technology, University of Tlemcen, BP 230, Tlemcen, Algeria","institution_ids":["https://openalex.org/I233209018"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5057387277"],"corresponding_institution_ids":["https://openalex.org/I233209018"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":1.2811,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.75031435,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"10","issue":"2","first_page":"2421","last_page":"2433"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12293","display_name":"Dam Engineering and Safety","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T12865","display_name":"Tailings Management and Properties","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"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/T11046","display_name":"Geotechnical Engineering and Analysis","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/earth-dams","display_name":"earth dams","score":0.7990000247955322},{"id":"https://openalex.org/keywords/piezometric-levels","display_name":"piezometric levels","score":0.9129999876022339},{"id":"https://openalex.org/keywords/back-propagation-neural-network","display_name":"BP neural network","score":0.949999988079071},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.9020000100135803},{"id":"https://openalex.org/keywords/hybrid-machine-learning","display_name":"hybrid machine learning","score":0.8389999866485596},{"id":"https://openalex.org/keywords/finite-element-method-comparison","display_name":"finite element method comparison","score":0.7429999709129333},{"id":"https://openalex.org/keywords/dam-safety","display_name":"dam safety","score":0.7490000128746033},{"id":"https://openalex.org/keywords/dam-monitoring","display_name":"dam monitoring","score":0.6869999766349792},{"id":"https://openalex.org/keywords/nonlinear-seepage","display_name":"nonlinear seepage","score":0.5770000219345093}],"concepts":[{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.6864172220230103},{"id":"https://openalex.org/C15627037","wikidata":"https://www.wikidata.org/wiki/Q541961","display_name":"Classification of discontinuities","level":2,"score":0.6099004149436951},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5920259356498718},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5729232430458069},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5403364896774292},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.46998512744903564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3703463673591614},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.3231353759765625},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3203888237476349},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.19082695245742798},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10896393656730652},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/s40808-023-01903-2","doi":"https://doi.org/10.1007/s40808-023-01903-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s40808-023-01903-2","pdf_url":null,"source":{"id":"https://openalex.org/S2764607366","display_name":"Modeling Earth Systems and Environment","issn_l":"2363-6203","issn":["2363-6203","2363-6211"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-20","russia-white-list-2","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":"Modeling Earth Systems and Environment","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.5378999710083008,"id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W32650057","https://openalex.org/W134042455","https://openalex.org/W1994080925","https://openalex.org/W2018108452","https://openalex.org/W2054132868","https://openalex.org/W2092709759","https://openalex.org/W2109186132","https://openalex.org/W2133735282","https://openalex.org/W2178111456","https://openalex.org/W2302904916","https://openalex.org/W2730693436","https://openalex.org/W2768318199","https://openalex.org/W2891356076","https://openalex.org/W2925855329","https://openalex.org/W2959588318","https://openalex.org/W2963285814","https://openalex.org/W2976087976","https://openalex.org/W3009554215","https://openalex.org/W3015240009","https://openalex.org/W3036285418","https://openalex.org/W3095861246","https://openalex.org/W3104456387","https://openalex.org/W3133991310","https://openalex.org/W3171559016","https://openalex.org/W3181461665","https://openalex.org/W3196076876","https://openalex.org/W4214805781","https://openalex.org/W4293077078","https://openalex.org/W4392309104"],"related_works":["https://openalex.org/W4405821091","https://openalex.org/W4412677385","https://openalex.org/W7220707305","https://openalex.org/W4304014892","https://openalex.org/W7203749910","https://openalex.org/W2942759477","https://openalex.org/W4296222118","https://openalex.org/W7162326960","https://openalex.org/W4206169527","https://openalex.org/W3196076876"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-07T09:51:55.459714","created_date":"2023-12-20T00:00:00"}
