{"id":"https://openalex.org/W4200601371","doi":"https://doi.org/10.1155/2021/5337589","title":"Levenberg\u2013Marquardt Backpropagation for Numerical Treatment of Micropolar Flow in a Porous Channel with Mass Injection","display_name":"Levenberg\u2013Marquardt Backpropagation for Numerical Treatment of Micropolar Flow in a Porous Channel with Mass Injection","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W4200601371","doi":"https://doi.org/10.1155/2021/5337589"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5337589","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5337589","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/5337589.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/complexity/2021/5337589.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063071420","display_name":"Hakeem Ullah","orcid":"https://orcid.org/0000-0002-1027-7690"},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Hakeem Ullah","raw_affiliation_strings":["Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200"],"raw_orcid":"https://orcid.org/0000-0002-1027-7690","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","institution_ids":["https://openalex.org/I181063083"]},{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200","institution_ids":["https://openalex.org/I181063083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063091250","display_name":"\u0130mran Khan","orcid":"https://orcid.org/0000-0001-8643-2960"},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Imran Khan","raw_affiliation_strings":["Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","institution_ids":["https://openalex.org/I181063083"]},{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200","institution_ids":["https://openalex.org/I181063083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089641116","display_name":"Hussain AlSalman","orcid":"https://orcid.org/0000-0001-8172-4964"},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Hussain AlSalman","raw_affiliation_strings":["Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia","Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh 11543"],"raw_orcid":"https://orcid.org/0000-0001-8172-4964","affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh 11543, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]},{"raw_affiliation_string":"Department of Computer Science, College of Computer and Information Sciences, King Saud University, Riyadh 11543","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040226905","display_name":"Saeed Islam","orcid":"https://orcid.org/0000-0001-5263-4871"},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Saeed Islam","raw_affiliation_strings":["Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","institution_ids":["https://openalex.org/I181063083"]},{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200","institution_ids":["https://openalex.org/I181063083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100740838","display_name":"Muhammad Asif Zahoor Raja","orcid":"https://orcid.org/0000-0001-9953-822X"},"institutions":[{"id":"https://openalex.org/I75357094","display_name":"National Yunlin University of Science and Technology","ror":"https://ror.org/04qkq2m54","country_code":"TW","type":"education","lineage":["https://openalex.org/I75357094"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Muhammad Asif Zahoor Raja","raw_affiliation_strings":["Future Technology Research Center, National Yunlin University of Science and Technology, 123 University Road, Section 3, Douliou, Yunlin 64002"],"raw_orcid":"https://orcid.org/0000-0001-9953-822X","affiliations":[{"raw_affiliation_string":"Future Technology Research Center, National Yunlin University of Science and Technology, 123 University Road, Section 3, Douliou, Yunlin 64002","institution_ids":["https://openalex.org/I75357094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080064006","display_name":"Muhammad Shoaib","orcid":"https://orcid.org/0000-0002-7327-9861"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Shoaib","raw_affiliation_strings":["Department of Mathematics, COMSATS University Islamabad, Attock Campus, Attock 43600, Pakistan","Department of Mathematics, COMSATS University Islamabad, Attock Campus, Attock 43600"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, COMSATS University Islamabad, Attock Campus, Attock 43600, Pakistan","institution_ids":["https://openalex.org/I16076960"]},{"raw_affiliation_string":"Department of Mathematics, COMSATS University Islamabad, Attock Campus, Attock 43600","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043393776","display_name":"Abdu Gumaei","orcid":"https://orcid.org/0000-0001-8512-9687"},"institutions":[{"id":"https://openalex.org/I36197038","display_name":"Taiz University","ror":"https://ror.org/03jwcxq96","country_code":"YE","type":"education","lineage":["https://openalex.org/I36197038"]}],"countries":["YE"],"is_corresponding":true,"raw_author_name":"Abdu Gumaei","raw_affiliation_strings":["Department of Computer Science Faculty of Applied Sciences, Taiz University, Taiz 6803, Yemen","Department of Computer Science Faculty of Applied Sciences, Taiz University, Taiz 6803"],"raw_orcid":"https://orcid.org/0000-0001-8512-9687","affiliations":[{"raw_affiliation_string":"Department of Computer Science Faculty of Applied Sciences, Taiz University, Taiz 6803, Yemen","institution_ids":["https://openalex.org/I36197038"]},{"raw_affiliation_string":"Department of Computer Science Faculty of Applied Sciences, Taiz University, Taiz 6803","institution_ids":["https://openalex.org/I36197038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084421086","display_name":"Mehreen Fiza","orcid":"https://orcid.org/0000-0002-0222-3019"},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Mehreen Fiza","raw_affiliation_strings":["Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","institution_ids":["https://openalex.org/I181063083"]},{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200","institution_ids":["https://openalex.org/I181063083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001976381","display_name":"Kashif Ullah","orcid":"https://orcid.org/0000-0001-8583-2081"},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Kashif Ullah","raw_affiliation_strings":["Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","institution_ids":["https://openalex.org/I181063083"]},{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200","institution_ids":["https://openalex.org/I181063083"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024668079","display_name":"Sk. Md. Mizanur Rahman","orcid":"https://orcid.org/0000-0002-9166-6830"},"institutions":[{"id":"https://openalex.org/I201744698","display_name":"Centennial College","ror":"https://ror.org/05bhp3g52","country_code":"CA","type":"education","lineage":["https://openalex.org/I201744698"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Sk. Md. Mizanur Rahman","raw_affiliation_strings":["Information and Communication Engineering Technology, School of Engineering Technology and Applied Science, Centennial College, Toronto, Canada","Information and Communication Engineering Technology, School of Engineering Technology and Applied Science, Centennial College, Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information and Communication Engineering Technology, School of Engineering Technology and Applied Science, Centennial College, Toronto, Canada","institution_ids":["https://openalex.org/I201744698"]},{"raw_affiliation_string":"Information and Communication Engineering Technology, School of Engineering Technology and Applied Science, Centennial College, Toronto","institution_ids":["https://openalex.org/I201744698"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052265070","display_name":"Muhammad Ayaz","orcid":"https://orcid.org/0000-0001-9027-5590"},"institutions":[{"id":"https://openalex.org/I181063083","display_name":"Abdul Wali Khan University Mardan","ror":"https://ror.org/03b9y4e65","country_code":"PK","type":"education","lineage":["https://openalex.org/I181063083"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Ayaz","raw_affiliation_strings":["Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200, Pakistan","institution_ids":["https://openalex.org/I181063083"]},{"raw_affiliation_string":"Department of Mathematics, Abdul Wali Khan University Mardan, Mardan, KP 23200","institution_ids":["https://openalex.org/I181063083"]}]}],"institutions":[],"countries_distinct_count":5,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5043393776","https://openalex.org/A5063071420"],"corresponding_institution_ids":["https://openalex.org/I181063083","https://openalex.org/I36197038"],"apc_list":{"value":2300,"currency":"USD","value_usd":2300},"apc_paid":{"value":2300,"currency":"USD","value_usd":2300},"fwci":2.9712,"has_fulltext":true,"cited_by_count":108,"citation_normalized_percentile":{"value":0.91611885,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"2021","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10104","display_name":"Nanofluid Flow and Heat Transfer","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10104","display_name":"Nanofluid Flow and Heat Transfer","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T12063","display_name":"Heat and Mass Transfer in Porous Media","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11751","display_name":"Lattice Boltzmann Simulation Studies","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/levenberg\u2013marquardt-algorithm","display_name":"Levenberg\u2013Marquardt algorithm","score":0.7939267754554749},{"id":"https://openalex.org/keywords/backpropagation","display_name":"Backpropagation","score":0.6008623242378235},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.527018666267395},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5164970755577087},{"id":"https://openalex.org/keywords/porosity","display_name":"Porosity","score":0.48955973982810974},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.4556969702243805},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.365482360124588},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.32216644287109375},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3209088146686554},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2942761778831482},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.24962171912193298},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.2428014576435089},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21931663155555725},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1948968768119812},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.18857982754707336},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12415510416030884}],"concepts":[{"id":"https://openalex.org/C87578567","wikidata":"https://www.wikidata.org/wiki/Q1426494","display_name":"Levenberg\u2013Marquardt algorithm","level":3,"score":0.7939267754554749},{"id":"https://openalex.org/C155032097","wikidata":"https://www.wikidata.org/wiki/Q798503","display_name":"Backpropagation","level":3,"score":0.6008623242378235},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.527018666267395},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5164970755577087},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.48955973982810974},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.4556969702243805},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.365482360124588},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.32216644287109375},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3209088146686554},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2942761778831482},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.24962171912193298},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2428014576435089},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21931663155555725},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1948968768119812},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.18857982754707336},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12415510416030884}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1155/2021/5337589","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5337589","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/5337589.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:hin:complx:5337589","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/8503/2021/5337589.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:RePEc:hin:complx:5337589","is_oa":false,"landing_page_url":"http://downloads.hindawi.com/journals/complexity/2021/5337589.xml","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:f8ebd28bdcb8465899a965e39427f160","is_oa":true,"landing_page_url":"https://doaj.org/article/f8ebd28bdcb8465899a965e39427f160","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complexity, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5337589","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5337589","pdf_url":"https://downloads.hindawi.com/journals/complexity/2021/5337589.pdf","source":{"id":"https://openalex.org/S207319443","display_name":"Complexity","issn_l":"1076-2787","issn":["1076-2787","1099-0526"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/17","display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G5874183716","display_name":null,"funder_award_id":"RSP-2021/244","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"},{"id":"https://openalex.org/G7545718068","display_name":null,"funder_award_id":"RSP-2021","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200601371.pdf","grobid_xml":"https://content.openalex.org/works/W4200601371.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W144669444","https://openalex.org/W1483358334","https://openalex.org/W1958809597","https://openalex.org/W1991293945","https://openalex.org/W1997525662","https://openalex.org/W2001110964","https://openalex.org/W2010537429","https://openalex.org/W2035158737","https://openalex.org/W2044159900","https://openalex.org/W2045578252","https://openalex.org/W2051169944","https://openalex.org/W2066494868","https://openalex.org/W2076331845","https://openalex.org/W2085224303","https://openalex.org/W2091083132","https://openalex.org/W2091639756","https://openalex.org/W2142188429","https://openalex.org/W2328322804","https://openalex.org/W2895352128","https://openalex.org/W2973385148","https://openalex.org/W2985853022","https://openalex.org/W2999355765","https://openalex.org/W3015041215","https://openalex.org/W3016258100","https://openalex.org/W3047623305","https://openalex.org/W3093824279","https://openalex.org/W3102958115","https://openalex.org/W3201185194","https://openalex.org/W4233270415","https://openalex.org/W6640917035"],"related_works":["https://openalex.org/W1978671516","https://openalex.org/W2895947699","https://openalex.org/W2374738832","https://openalex.org/W3196668723","https://openalex.org/W2794551249","https://openalex.org/W3048650638","https://openalex.org/W3164758156","https://openalex.org/W2379583542","https://openalex.org/W4321133157","https://openalex.org/W3125078867"],"abstract_inverted_index":{"In":[0],"this":[1],"research":[2],"work,":[3],"an":[4,17],"effective":[5],"Levenberg\u2013Marquardt":[6],"algorithm\u2010based":[7],"artificial":[8],"neural":[9],"network":[10],"(LMA\u2010BANN)":[11],"model":[12,59,72],"is":[13,34,73,110,128],"presented":[14],"to":[15,52,144],"find":[16],"accurate":[18],"series":[19],"solution":[20,62],"for":[21,42,124],"micropolar":[22],"flow":[23],"in":[24,139],"a":[25,50,79],"porous":[26],"channel":[27],"with":[28,112],"mass":[29],"injection":[30],"(MPFPCMI).":[31],"The":[32,70,86,103,118],"LMA":[33],"one":[35],"of":[36,45,106,114,120,137,142],"the":[37,57,61,83,107,115,121,125,132,140],"fastest":[38],"backpropagation":[39],"methods":[40],"used":[41],"solving":[43],"least\u2010squares":[44],"nonlinear":[46],"problems.":[47],"We":[48],"create":[49],"dataset":[51,80],"train,":[53],"test,":[54],"and":[55,97,146,154],"validate":[56],"LMA\u2010BANN":[58,116,123],"regarding":[60],"obtained":[63,90],"by":[64,75,91,130,149],"optimal":[65],"homotopy":[66],"asymptotic":[67],"(OHA)":[68],"method.":[69,85],"proposed":[71],"evaluated":[74],"conducting":[76],"experiments":[77],"on":[78],"acquired":[81],"from":[82],"OHA":[84],"experimental":[87],"results":[88,136],"are":[89],"using":[92],"mean":[93],"square":[94],"error":[95,99,150],"(MSE)":[96],"absolute":[98],"(AE)":[100],"metric":[101],"functions.":[102],"learning":[104],"process":[105],"adjustable":[108],"parameters":[109],"conducted":[111],"efficacy":[113],"model.":[117],"performance":[119,138],"developed":[122],"modelled":[126],"problem":[127],"confirmed":[129],"achieving":[131],"best":[133],"promise":[134],"numerical":[135],"range":[141],"E\u201005":[143],"E\u201008":[145],"also":[147],"assessed":[148],"histogram":[151],"plot":[152,156],"(EHP)":[153],"regression":[155],"(RP)":[157],"measures.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":25},{"year":2025,"cited_by_count":48},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":9}],"updated_date":"2026-06-02T09:04:35.204637","created_date":"2025-10-10T00:00:00"}
