Levenberg–Marquardt Training Technique Analysis of Thermally Radiative and Chemically Reactive Stagnation Point Flow of Non-Newtonian Fluid with Temperature Dependent Thermal Conductivity

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dc.authorid0000-0001-9297-8134en_US
dc.authorid0000-0001-7492-4933en_US
dc.contributor.authorRehman, Khalil Ur
dc.contributor.authorShatanawi, Wasfi
dc.contributor.authorÇolak, Andaç Batur
dc.date.accessioned2023-05-05T10:37:40Z
dc.date.available2023-05-05T10:37:40Z
dc.date.issued2023en_US
dc.departmentRektörlük, Bilişim Teknolojileri Uygulama ve Araştırma Merkezien_US
dc.description.abstractWe have examined the magnetized stagnation point flow of non-Newtonian fluid towards an inclined cylindrical surface. The mixed convection, thermal radiation, viscous dissipation, heat generation, first-order chemical reaction, and temperature-dependent thermal conductivity are the physical effects being carried for better novelty. Mathematical equations are constructed for four different flow regimes. The shooting method is used to evaluate the heat transfer coefficient at the cylindrical surface with and without heat generation/thermal radiation effects. For better examination, we have constructed artificial neural networking models with the aid of the Levenberg– Marquardt training technique and Purelin and Tan-Sig transfer functions. The Nusselt number strength is greater for fluctuations in the Casson fluid parameter, Prandtl number, heat generation, curvature, and Eckert number when thermal radiations are present.en_US
dc.identifier.doi10.3390/math11030753en_US
dc.identifier.issue3en_US
dc.identifier.scopus2-s2.0-85147833003en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://hdl.handle.net/11467/6589
dc.identifier.urihttps://doi.org/10.3390/math11030753
dc.identifier.volume11en_US
dc.identifier.wosWOS:000929603800001en_US
dc.identifier.wosqualityQ1en_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherMDPIen_US
dc.relation.ispartofMathematicsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectnon-Newtonian fluid; heat transfer; MHD; heat generation; artificial neural networking; Levenberg–Marquardt techniqueen_US
dc.titleLevenberg–Marquardt Training Technique Analysis of Thermally Radiative and Chemically Reactive Stagnation Point Flow of Non-Newtonian Fluid with Temperature Dependent Thermal Conductivityen_US
dc.typeArticleen_US

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