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Artificial intelligence-based analysis employing Levenberg Marquardt neural networks to study chemically reactive thermally radiative tangent hyperbolic nanofluid flow considering Darcy-Forchheimer theory

The complexity of fluid dynamics, or, more specifically, the use of reacting, radiative emitting/absorbing chemically active nanofluids, poses a problem to conventional computational models. To overcome these difficulties, this research seeks to apply the Levenberg–Marquardt Neural Networks (LMA-NN)...

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Hlavní autoři: Hamid Qureshi, Usman Khaliq, Zahoor Shah, Hajar Abutuqayqah, Muhammad Waqas, S. Saleem, Waqar Azeem Khan
Médium: Artigo
Jazyk:Inglês
Vydáno: Elsevier 2025-03-01
Edice:Journal of Radiation Research and Applied Sciences
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On-line přístup:http://www.sciencedirect.com/science/article/pii/S1687850724004370
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