{"id":"https://openalex.org/W4405013255","doi":"https://doi.org/10.1007/s10765-024-03467-4","title":"A Breakthrough in Penta-Hybrid Nanofluid Flow Modeling for Heat Transfer Enhancement in a Spatially Dependent Magnetic Field: Machine Learning Approach","display_name":"A Breakthrough in Penta-Hybrid Nanofluid Flow Modeling for Heat Transfer Enhancement in a Spatially Dependent Magnetic Field: Machine Learning Approach","publication_year":2024,"publication_date":"2024-12-04","ids":{"openalex":"https://openalex.org/W4405013255","doi":"https://doi.org/10.1007/s10765-024-03467-4"},"language":"en","primary_location":{"id":"doi:10.1007/s10765-024-03467-4","doi":"https://doi.org/10.1007/s10765-024-03467-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10765-024-03467-4","pdf_url":null,"source":{"id":"https://openalex.org/S101466443","display_name":"International Journal of Thermophysics","issn_l":"0195-928X","issn":["0195-928X","1572-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-2"],"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":"International Journal of Thermophysics","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/A5030124641","display_name":"Shabbir Ahmad","orcid":"https://orcid.org/0000-0001-7152-1354","observed_orcids":["https://orcid.org/0000-0001-7152-1354"]},"institutions":[{"id":"https://openalex.org/I126460647","display_name":"Universidade Federal do Rio Grande","ror":"https://ror.org/05hpfkn88","country_code":"BR","type":"education","lineage":["https://openalex.org/I126460647"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210114955","display_name":"Muhammad Nawaz Sharif University of Engineering & Technology","ror":"https://ror.org/023e9bm81","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210114955"]}],"countries":["BR","CN","PK"],"is_corresponding":true,"raw_author_name":"Shabbir Ahmad","raw_affiliation_strings":["Department of Basic Sciences and Humanities, Muhammad Nawaz Sharif University of Engineering and Technology, Multan, 60000, Pakistan","Graduate Program of Ocean Engineering, School of Engineering, Universidade Federal Do Rio Grande, Italia Avenue, Km 8, Rio Grande, 96201-900, Brazil","Institute of Geophysics and Geomatics, China University of Geosciences, Wuhan, 430074, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Basic Sciences and Humanities, Muhammad Nawaz Sharif University of Engineering and Technology, Multan, 60000, Pakistan","institution_ids":["https://openalex.org/I4210114955"]},{"raw_affiliation_string":"Graduate Program of Ocean Engineering, School of Engineering, Universidade Federal Do Rio Grande, Italia Avenue, Km 8, Rio Grande, 96201-900, Brazil","institution_ids":["https://openalex.org/I126460647"]},{"raw_affiliation_string":"Institute of Geophysics and Geomatics, China University of Geosciences, Wuhan, 430074, China","institution_ids":["https://openalex.org/I3124059619"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073337239","display_name":"Kashif Ali","orcid":"https://orcid.org/0000-0002-0175-9399","observed_orcids":["https://orcid.org/0000-0002-0175-9399"]},"institutions":[{"id":"https://openalex.org/I4210114955","display_name":"Muhammad Nawaz Sharif University of Engineering & Technology","ror":"https://ror.org/023e9bm81","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210114955"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Kashif Ali","raw_affiliation_strings":["Department of Basic Sciences and Humanities, Muhammad Nawaz Sharif University of Engineering and Technology, Multan, 60000, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Basic Sciences and Humanities, Muhammad Nawaz Sharif University of Engineering and Technology, Multan, 60000, Pakistan","institution_ids":["https://openalex.org/I4210114955"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114820117","display_name":"Hafiz Humais Sultan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I505182","display_name":"National Textile University","ror":"https://ror.org/030dak672","country_code":"PK","type":"education","lineage":["https://openalex.org/I505182"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Hafiz Humais Sultan","raw_affiliation_strings":["National Textile University, Sheikhupura Road, Faisalabad, 37610, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Textile University, Sheikhupura Road, Faisalabad, 37610, Pakistan","institution_ids":["https://openalex.org/I505182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008512031","display_name":"Fareeha Khalid","orcid":"https://orcid.org/0000-0002-4659-3644","observed_orcids":["https://orcid.org/0000-0002-4659-3644"]},"institutions":[{"id":"https://openalex.org/I4210102737","display_name":"Khwaja Fareed University of Engineering and Information Technology","ror":"https://ror.org/0161dyt30","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210102737"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Fareeha Khalid","raw_affiliation_strings":["Khawaja Fareed University of Engineering and Technology (KFUEIT), Punjab, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Khawaja Fareed University of Engineering and Technology (KFUEIT), Punjab, Pakistan","institution_ids":["https://openalex.org/I4210102737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079820359","display_name":"Moin\u2010ud\u2010Din Junjua","orcid":"https://orcid.org/0000-0002-1251-1532","observed_orcids":["https://orcid.org/0000-0002-1251-1532"]},"institutions":[{"id":"https://openalex.org/I135237710","display_name":"Zhejiang Normal University","ror":"https://ror.org/01vevwk45","country_code":"CN","type":"education","lineage":["https://openalex.org/I135237710"]},{"id":"https://openalex.org/I4210116806","display_name":"Ghazi University","ror":"https://ror.org/023a7t361","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210116806"]}],"countries":["CN","PK"],"is_corresponding":true,"raw_author_name":"Moin-ud-Din Junjua","raw_affiliation_strings":["Department of Mathematics, Ghazi University, Dera Ghazi Khan, 32200, Pakistan","School of Mathematical Sciences, Zhejiang Normal University, Jinhua, 321004, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, Ghazi University, Dera Ghazi Khan, 32200, Pakistan","institution_ids":["https://openalex.org/I4210116806"]},{"raw_affiliation_string":"School of Mathematical Sciences, Zhejiang Normal University, Jinhua, 321004, China","institution_ids":["https://openalex.org/I135237710"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068934959","display_name":"Farhan Lafta Rashid","orcid":"https://orcid.org/0000-0002-7609-6585","observed_orcids":["https://orcid.org/0000-0002-7609-6585"]},"institutions":[{"id":"https://openalex.org/I4210142005","display_name":"University of Kerbala","ror":"https://ror.org/0449bkp65","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4210142005"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Farhan Lafta Rashid","raw_affiliation_strings":["Petroleum Engineering Department, College of Engineering, University of Kerbala, Karbala, 56001, Iraq"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Petroleum Engineering Department, College of Engineering, University of Kerbala, Karbala, 56001, Iraq","institution_ids":["https://openalex.org/I4210142005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081567478","display_name":"Humberto Garc\u00eda Castellanos","orcid":"https://orcid.org/0000-0002-4684-4888","observed_orcids":["https://orcid.org/0000-0002-4684-4888"]},"institutions":[{"id":"https://openalex.org/I4210090124","display_name":"Tecnol\u00f3gico Nacional de M\u00e9xico","ror":"https://ror.org/00davry38","country_code":"MX","type":"government","lineage":["https://openalex.org/I1302736544","https://openalex.org/I4210090124","https://openalex.org/I4405258672"]},{"id":"https://openalex.org/I4210156187","display_name":"Instituto Tecnol\u00f3gico de Ciudad Ju\u00e1rez","ror":"https://ror.org/0558r1s97","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210156187"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Humberto Garcia Castellanos","raw_affiliation_strings":["Engineering Sciences, Tecnol\u00f3gico Nacional de M\u00e9xico IT Ciudad Ju\u00e1rez, Juarez, Chihuahua, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Sciences, Tecnol\u00f3gico Nacional de M\u00e9xico IT Ciudad Ju\u00e1rez, Juarez, Chihuahua, Mexico","institution_ids":["https://openalex.org/I4210090124","https://openalex.org/I4210156187"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064037919","display_name":"Yashar Aryanfar","orcid":"https://orcid.org/0000-0002-0835-7894","observed_orcids":["https://orcid.org/0000-0002-0835-7894"]},"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/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]},{"id":"https://openalex.org/I4210099662","display_name":"State Key Laboratory of Hydrology-Water Resources and Hydraulic Engineering","ror":"https://ror.org/012wsxz85","country_code":"CN","type":"facility","lineage":["https://openalex.org/I163340411","https://openalex.org/I4210099662","https://openalex.org/I4210111986","https://openalex.org/I4210120069","https://openalex.org/I4210127390"]}],"countries":["AZ","CN"],"is_corresponding":false,"raw_author_name":"Yashar Aryanfar","raw_affiliation_strings":["Department of Electric Engineering and Computation. Autonomous, University of Ciudad Ju\u00e1rez, Av. Del Charro 450 Norte. Col. Partido Romero. Ju\u00e1rez, Chihuahua, M\u00e9xico","State Key Laboratory of Hydrology-Water Recourses and Hydraulic Engineering, College of Mechanics and Materials, Hohai University, Nanjing, 210098, Jiangsu, China","Thermo-Fluids Research Group, Department of Mechanical Engineering, Khazar University, Baku, AZ, Azerbaijan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electric Engineering and Computation. Autonomous, University of Ciudad Ju\u00e1rez, Av. Del Charro 450 Norte. Col. Partido Romero. Ju\u00e1rez, Chihuahua, M\u00e9xico","institution_ids":[]},{"raw_affiliation_string":"State Key Laboratory of Hydrology-Water Recourses and Hydraulic Engineering, College of Mechanics and Materials, Hohai University, Nanjing, 210098, Jiangsu, China","institution_ids":["https://openalex.org/I163340411","https://openalex.org/I4210099662"]},{"raw_affiliation_string":"Thermo-Fluids Research Group, Department of Mechanical Engineering, Khazar University, Baku, AZ, Azerbaijan","institution_ids":["https://openalex.org/I113330528"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114820118","display_name":"Tamer M. Khalaf","orcid":null,"observed_orcids":[]},"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":"Tamer M. Khalaf","raw_affiliation_strings":["Department of Industrial Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, College of Engineering, King Saud University, P.O. Box 800, Riyadh, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048088469","display_name":"Ahmed S. Hendy","orcid":"https://orcid.org/0000-0002-3266-7243","observed_orcids":["https://orcid.org/0000-0002-3266-7243"]},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]},{"id":"https://openalex.org/I3130874397","display_name":"Western Caspian University","ror":"https://ror.org/05cgtjz78","country_code":"AZ","type":"education","lineage":["https://openalex.org/I3130874397"]}],"countries":["AZ","RU"],"is_corresponding":false,"raw_author_name":"Ahmed S. Hendy","raw_affiliation_strings":["Department of Computational Mathematics and Computer Science, Institute of Natural Sciences and Mathematics, Ural Federal University, 19 Mira St., Yekaterinburg, Russia, 620002","Department of Mechanics and Mathematics, Western Caspian University, Baku, 1001, Azerbaijan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computational Mathematics and Computer Science, Institute of Natural Sciences and Mathematics, Ural Federal University, 19 Mira St., Yekaterinburg, Russia, 620002","institution_ids":["https://openalex.org/I130823665"]},{"raw_affiliation_string":"Department of Mechanics and Mathematics, Western Caspian University, Baku, 1001, Azerbaijan","institution_ids":["https://openalex.org/I3130874397"]}]}],"institutions":[],"countries_distinct_count":8,"institutions_distinct_count":16,"corresponding_author_ids":["https://openalex.org/A5030124641","https://openalex.org/A5079820359"],"corresponding_institution_ids":["https://openalex.org/I126460647","https://openalex.org/I135237710","https://openalex.org/I3124059619","https://openalex.org/I4210114955","https://openalex.org/I4210116806"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":3.2659,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.93561834,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"46","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":1.0,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical 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":1.0,"subfield":{"id":"https://openalex.org/subfields/1507","display_name":"Fluid Flow and Transfer Processes"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10998","display_name":"Heat Transfer and Optimization","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T13116","display_name":"Heat Transfer and Numerical Methods","score":0.0,"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/heat-transfer-enhancement","display_name":"heat transfer enhancement","score":0.7459999918937683},{"id":"https://openalex.org/keywords/mhd-flow","display_name":"magnetohydrodynamic flow","score":0.8019999861717224},{"id":"https://openalex.org/keywords/vortex-dynamics","display_name":"vortex dynamics","score":0.746999979019165},{"id":"https://openalex.org/keywords/nusselt-number","display_name":"Nusselt number","score":0.8769999742507935},{"id":"https://openalex.org/keywords/silver-nanoparticles","display_name":"silver nanoparticles","score":0.9440000057220459},{"id":"https://openalex.org/keywords/copper-nanoparticles","display_name":"copper nanoparticles","score":0.9340000152587891},{"id":"https://openalex.org/keywords/titanium-dioxide-nanoparticles","display_name":"titanium dioxide nanoparticles","score":0.9570000171661377},{"id":"https://openalex.org/keywords/iron-oxide-nanoparticles","display_name":"iron oxide nanoparticles","score":0.921999990940094},{"id":"https://openalex.org/keywords/single-walled-carbon-nanotubes","display_name":"single-walled carbon nanotubes","score":0.9710000157356262},{"id":"https://openalex.org/keywords/fluid-thermal-coupling","display_name":"fluid-thermal coupling","score":0.671999990940094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.7419999837875366}],"concepts":[{"id":"https://openalex.org/C21946209","wikidata":"https://www.wikidata.org/wiki/Q1989679","display_name":"Nanofluid","level":3,"score":0.8975468873977661},{"id":"https://openalex.org/C50517652","wikidata":"https://www.wikidata.org/wiki/Q179635","display_name":"Heat transfer","level":2,"score":0.6373720765113831},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5566803812980652},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.506351113319397},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.49977684020996094},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.44512367248535156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44097277522087097},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.41471806168556213},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.3481701612472534},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16422709822654724},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10765-024-03467-4","doi":"https://doi.org/10.1007/s10765-024-03467-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10765-024-03467-4","pdf_url":null,"source":{"id":"https://openalex.org/S101466443","display_name":"International Journal of Thermophysics","issn_l":"0195-928X","issn":["0195-928X","1572-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-2"],"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":"International Journal of Thermophysics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2010004593","https://openalex.org/W2019433831","https://openalex.org/W2021911127","https://openalex.org/W2076030423","https://openalex.org/W2087642557","https://openalex.org/W2107599561","https://openalex.org/W2111352333","https://openalex.org/W2918151207","https://openalex.org/W2943193509","https://openalex.org/W2954806264","https://openalex.org/W2958411622","https://openalex.org/W2969328195","https://openalex.org/W3000284691","https://openalex.org/W3004322946","https://openalex.org/W3006218605","https://openalex.org/W3031404688","https://openalex.org/W3134884146","https://openalex.org/W3139580586","https://openalex.org/W4281296073","https://openalex.org/W4323355540","https://openalex.org/W4361196785","https://openalex.org/W4379803837","https://openalex.org/W4382123027","https://openalex.org/W4383103673","https://openalex.org/W4385359084","https://openalex.org/W4386133996","https://openalex.org/W4386637610","https://openalex.org/W4387451570","https://openalex.org/W4388347919","https://openalex.org/W4389227336","https://openalex.org/W4389273771","https://openalex.org/W4392820345","https://openalex.org/W4395009991","https://openalex.org/W4401545081","https://openalex.org/W4403422633"],"related_works":["https://openalex.org/W4403422633","https://openalex.org/W4389173975","https://openalex.org/W4407182934","https://openalex.org/W7115172202","https://openalex.org/W4391052062","https://openalex.org/W4404373661","https://openalex.org/W4404755916","https://openalex.org/W4413857750","https://openalex.org/W7196923277","https://openalex.org/W7203489385"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":17},{"year":2025,"cited_by_count":14}],"updated_date":"2026-11-10T11:39:43.021295","created_date":"2024-12-05T00:00:00"}
