{"id":"https://openalex.org/W4391395592","doi":"https://doi.org/10.1142/s0218126624400012","title":"Analysis of Dynamical Assisting and Opposing Flow Characteristics of Darcy Surface-Filled Ternary Nanoparticles and Fourier Flux: Artificial Neural Network and Levenberg Method","display_name":"Analysis of Dynamical Assisting and Opposing Flow Characteristics of Darcy Surface-Filled Ternary Nanoparticles and Fourier Flux: Artificial Neural Network and Levenberg Method","publication_year":2024,"publication_date":"2024-01-31","ids":{"openalex":"https://openalex.org/W4391395592","doi":"https://doi.org/10.1142/s0218126624400012"},"language":"en","primary_location":{"id":"doi:10.1142/s0218126624400012","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126624400012","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","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/A5100716426","display_name":"Maddina Dinesh Kumar","orcid":"https://orcid.org/0000-0003-2615-2208"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Maddina Dinesh Kumar","raw_affiliation_strings":["Department of Mathematics, B V Raju Institute of Technology, Narsapur, Medak-502313, Telangana, India"],"raw_orcid":"https://orcid.org/0000-0003-2615-2208","affiliations":[{"raw_affiliation_string":"Department of Mathematics, B V Raju Institute of Technology, Narsapur, Medak-502313, Telangana, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078782579","display_name":"C. S. K. Raju","orcid":"https://orcid.org/0000-0002-8921-6566"},"institutions":[{"id":"https://openalex.org/I885392262","display_name":"GITAM University","ror":"https://ror.org/0440p1d37","country_code":"IN","type":"education","lineage":["https://openalex.org/I885392262"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"C. S. K. Raju","raw_affiliation_strings":["Department of Mathematics, GITAM School of Science, GITAM-Bangalore, 562163, India"],"raw_orcid":"https://orcid.org/0000-0002-8921-6566","affiliations":[{"raw_affiliation_string":"Department of Mathematics, GITAM School of Science, GITAM-Bangalore, 562163, India","institution_ids":["https://openalex.org/I885392262"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090263360","display_name":"H. Ashraf","orcid":"https://orcid.org/0000-0001-9358-3126"},"institutions":[{"id":"https://openalex.org/I3130814776","display_name":"University of Okara","ror":"https://ror.org/02fmg6q11","country_code":"PK","type":"education","lineage":["https://openalex.org/I3130814776"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"H. Ashraf","raw_affiliation_strings":["Department of Mathematics, University of Okara, Okara, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Okara, Okara, Pakistan","institution_ids":["https://openalex.org/I3130814776"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078037189","display_name":"Nehad Ali Shah","orcid":"https://orcid.org/0000-0002-1949-5643"},"institutions":[{"id":"https://openalex.org/I28777354","display_name":"Sejong University","ror":"https://ror.org/00aft1q37","country_code":"KR","type":"education","lineage":["https://openalex.org/I28777354"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Nehad Ali Shah","raw_affiliation_strings":["Department of Mechanical Engineering, Sejong University, Seoul 05006, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-1949-5643","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Sejong University, Seoul 05006, South Korea","institution_ids":["https://openalex.org/I28777354"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001004081","display_name":"Amjad Ali","orcid":"https://orcid.org/0000-0002-0486-4661"},"institutions":[{"id":"https://openalex.org/I127670440","display_name":"Bahauddin Zakariya University","ror":"https://ror.org/05x817c41","country_code":"PK","type":"education","lineage":["https://openalex.org/I127670440"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Amjad Ali","raw_affiliation_strings":["Centre for Advanced Studies in Pure and Applied Mathematics, Bahauddin Zakariya University, Multan 60800, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Advanced Studies in Pure and Applied Mathematics, Bahauddin Zakariya University, Multan 60800, Pakistan","institution_ids":["https://openalex.org/I127670440"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007422577","display_name":"Abdelaziz Mennouni","orcid":"https://orcid.org/0000-0002-0791-5866"},"institutions":[{"id":"https://openalex.org/I162489102","display_name":"University of Batna 1","ror":"https://ror.org/04hrbe508","country_code":"DZ","type":"education","lineage":["https://openalex.org/I162489102"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Abdelaziz Mennouni","raw_affiliation_strings":["Department of Mathematics, LTM, University of Batna 2, Mostefa Ben Boulaid, Fesdis, Batna 05078, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics, LTM, University of Batna 2, Mostefa Ben Boulaid, Fesdis, Batna 05078, Algeria","institution_ids":["https://openalex.org/I162489102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067082736","display_name":"Noor Muhammad","orcid":"https://orcid.org/0000-0003-1029-6389"},"institutions":[{"id":"https://openalex.org/I43879129","display_name":"Government College University, Lahore","ror":"https://ror.org/040gec961","country_code":"PK","type":"education","lineage":["https://openalex.org/I43879129"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Noor Muhammad","raw_affiliation_strings":["Abdus Salam School of Mathematical Sciences, Government College University, Lahore 54600, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Abdus Salam School of Mathematical Sciences, Government College University, Lahore 54600, Pakistan","institution_ids":["https://openalex.org/I43879129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057551163","display_name":"Abderrahim Wakif","orcid":"https://orcid.org/0000-0003-2477-8442"},"institutions":[{"id":"https://openalex.org/I99297268","display_name":"University of Hassan II Casablanca","ror":"https://ror.org/001q4kn48","country_code":"MA","type":"education","lineage":["https://openalex.org/I99297268"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abderrahim Wakif","raw_affiliation_strings":["Laboratory of Mechanics, Faculty of Sciences Ain Chock, University Hassan II of Casablanca, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratory of Mechanics, Faculty of Sciences Ain Chock, University Hassan II of Casablanca, Morocco","institution_ids":["https://openalex.org/I99297268"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025513717","display_name":"Katta Ramesh","orcid":"https://orcid.org/0000-0003-3329-508X"},"institutions":[{"id":"https://openalex.org/I84339108","display_name":"Sunway University","ror":"https://ror.org/04mjt7f73","country_code":"MY","type":"education","lineage":["https://openalex.org/I84339108"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Katta Ramesh","raw_affiliation_strings":["Department of Pure and Applied Mathematics, School of Mathematical Sciences, Sunway University, No. 5, Jalan University, Bandar Sunway, Petaling Jaya 47500, Selangor Darul Ehsan, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Pure and Applied Mathematics, School of Mathematical Sciences, Sunway University, No. 5, Jalan University, Bandar Sunway, Petaling Jaya 47500, Selangor Darul Ehsan, Malaysia","institution_ids":["https://openalex.org/I84339108"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015547534","display_name":"Hanumesh Vaidya","orcid":"https://orcid.org/0000-0001-5343-8039"},"institutions":[{"id":"https://openalex.org/I4031970","display_name":"Sri Krishnadevaraya University","ror":"https://ror.org/02fyxjb45","country_code":"IN","type":"education","lineage":["https://openalex.org/I4031970"]},{"id":"https://openalex.org/I4210124025","display_name":"Vijayanagara Sri Krishnadevaraya University","ror":"https://ror.org/02nqrcj51","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210124025"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hanumesh Vaidya","raw_affiliation_strings":["Department of Studies in Mathematics, Vijayanagara Sri Krishnadevaraya University, Ballari, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Studies in Mathematics, Vijayanagara Sri Krishnadevaraya University, Ballari, Karnataka, India","institution_ids":["https://openalex.org/I4031970","https://openalex.org/I4210124025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049021290","display_name":"Tosin Oreyeni","orcid":"https://orcid.org/0000-0002-4671-5461"},"institutions":[{"id":"https://openalex.org/I4387154296","display_name":"Precious Cornerstone University","ror":"https://ror.org/04fzaxn66","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154296"]}],"countries":["NG"],"is_corresponding":false,"raw_author_name":"T. Oreyeni","raw_affiliation_strings":["Department of Physical Sciences, Mathematics Programme Unit, Precious Cornerstone University, Ibadan, Nigeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physical Sciences, Mathematics Programme Unit, Precious Cornerstone University, Ibadan, Nigeria","institution_ids":["https://openalex.org/I4387154296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113108993","display_name":"B. C. Prasanna Kumara","orcid":null},"institutions":[{"id":"https://openalex.org/I214657376","display_name":"Davangere University","ror":"https://ror.org/05w9k9t67","country_code":"IN","type":"education","lineage":["https://openalex.org/I214657376"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"B. C. Prasanna kumara","raw_affiliation_strings":["Department of Studied in Mathematics, Davangere University, Davangere, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Studied in Mathematics, Davangere University, Davangere, India","institution_ids":["https://openalex.org/I214657376"]}]}],"institutions":[],"countries_distinct_count":6,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5100716426"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.711,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.93675126,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"33","issue":"13","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":0.9998000264167786,"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":0.9998000264167786,"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/T11945","display_name":"Heat Transfer Mechanisms","score":0.9980999827384949,"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/T10360","display_name":"Fluid Dynamics and Turbulent Flows","score":0.9901999831199646,"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/nanofluid","display_name":"Nanofluid","score":0.7697958946228027},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4973805248737335},{"id":"https://openalex.org/keywords/partial-differential-equation","display_name":"Partial differential equation","score":0.45566266775131226},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.45308083295822144},{"id":"https://openalex.org/keywords/buoyancy","display_name":"Buoyancy","score":0.4205719530582428},{"id":"https://openalex.org/keywords/ternary-operation","display_name":"Ternary operation","score":0.41874775290489197},{"id":"https://openalex.org/keywords/heat-transfer","display_name":"Heat transfer","score":0.4077412188053131},{"id":"https://openalex.org/keywords/mechanics","display_name":"Mechanics","score":0.3860064446926117},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29986047744750977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2975738048553467},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2811840772628784},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21904078125953674},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.16275277733802795}],"concepts":[{"id":"https://openalex.org/C21946209","wikidata":"https://www.wikidata.org/wiki/Q1989679","display_name":"Nanofluid","level":3,"score":0.7697958946228027},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4973805248737335},{"id":"https://openalex.org/C93779851","wikidata":"https://www.wikidata.org/wiki/Q271977","display_name":"Partial differential equation","level":2,"score":0.45566266775131226},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.45308083295822144},{"id":"https://openalex.org/C538625479","wikidata":"https://www.wikidata.org/wiki/Q6497624","display_name":"Buoyancy","level":2,"score":0.4205719530582428},{"id":"https://openalex.org/C64452783","wikidata":"https://www.wikidata.org/wiki/Q1524945","display_name":"Ternary operation","level":2,"score":0.41874775290489197},{"id":"https://openalex.org/C50517652","wikidata":"https://www.wikidata.org/wiki/Q179635","display_name":"Heat transfer","level":2,"score":0.4077412188053131},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.3860064446926117},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29986047744750977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2975738048553467},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2811840772628784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21904078125953674},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.16275277733802795},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s0218126624400012","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0218126624400012","pdf_url":null,"source":{"id":"https://openalex.org/S167602672","display_name":"Journal of Circuits Systems and Computers","issn_l":"0218-1266","issn":["0218-1266","1793-6454"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Circuits, Systems and Computers","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":24,"referenced_works":["https://openalex.org/W2000983151","https://openalex.org/W2010086316","https://openalex.org/W2018581104","https://openalex.org/W2022270417","https://openalex.org/W2078519873","https://openalex.org/W2585328288","https://openalex.org/W2769912520","https://openalex.org/W2979562792","https://openalex.org/W3033405314","https://openalex.org/W3093762662","https://openalex.org/W3138707716","https://openalex.org/W3141447455","https://openalex.org/W3201054256","https://openalex.org/W4200125216","https://openalex.org/W4200179420","https://openalex.org/W4200619908","https://openalex.org/W4220744791","https://openalex.org/W4229451836","https://openalex.org/W4280632014","https://openalex.org/W4285595595","https://openalex.org/W4294710540","https://openalex.org/W4297860501","https://openalex.org/W4307988524","https://openalex.org/W4385934356"],"related_works":["https://openalex.org/W2063777876","https://openalex.org/W2886903305","https://openalex.org/W2754636322","https://openalex.org/W3150003624","https://openalex.org/W1938556690","https://openalex.org/W2809186558","https://openalex.org/W3095291729","https://openalex.org/W3005225185","https://openalex.org/W4387013174","https://openalex.org/W2332149593"],"abstract_inverted_index":{"In":[0],"this":[1,91],"study,":[2],"the":[3,13,59,88,95,126,136,146],"effects":[4],"of":[5,90,123,125,138,149,155,160,170,189],"suction":[6],"and":[7,46,94,111,152],"buoyancy":[8],"are":[9],"used":[10,55],"to":[11,56,71,144],"analyze":[12],"Ternary":[14,26],"hybrid":[15,27],"nanofluid":[16,28],"flow":[17,45,147],"on":[18,114],"a":[19,23,115,121,150,153,178,185],"stretching":[20],"sheet":[21],"through":[22],"porous":[24],"media.":[25],"is":[29,118,175,184],"(Carbon":[30],"nanotubes)":[31],"CNT[Formula:":[32],"see":[33,35,140],"text]Graphene[Formula:":[34],"text]":[36],"with":[37,135],"base":[38],"fluid":[39,151],"as":[40,177],"Water.":[41],"Case-1":[42],"Buoyancy":[43,48],"Assisting":[44],"Case-2":[47],"Opposing":[49],"flow.":[50],"Hybrid":[51],"nanofluids":[52],"have":[53,68,132],"been":[54,69,86,133],"speed":[57],"up":[58,169],"heat":[60,108],"transfer":[61,109],"process.":[62],"Nonlinear":[63],"partial":[64],"differential":[65,73,98],"equations":[66,74,99],"(PDEs)":[67],"converted":[70],"ordinary":[72],"(ODEs)":[75],"using":[76,87],"Lie":[77],"group":[78],"transformations.":[79],"The":[80,102,129],"ODE45,":[81],"an":[82,163],"algorithmic":[83],"approach,":[84],"has":[85],"aid":[89],"built-in":[92],"solver,":[93],"resulting":[96],"Ordinary":[97],"were":[100],"resolved.":[101],"general":[103],"relationship":[104],"between":[105],"temperature,":[106],"velocity,":[107],"rate,":[110],"shear":[112],"stress":[113],"stretchy":[116],"surface":[117],"shown":[119],"for":[120],"range":[122],"values":[124],"significant":[127],"factors.":[128],"temperature":[130],"profiles":[131],"rising":[134],"impact":[137],"[Formula:":[139],"text].":[141],"Using":[142],"streamlines":[143],"examine":[145],"pattern":[148],"method":[154],"machine":[156],"learning,":[157],"in":[158],"terms":[159],"modern":[161],"language,":[162],"artificial":[164,171],"neural":[165,179,182],"network":[166,183,186],"(ANN)":[167],"made":[168],"neurons":[172],"or":[173,187],"nodes":[174],"known":[176],"network.":[180],"A":[181],"circuit":[188],"genetic":[190],"neurons.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":8}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}
