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Author

Abayneh Kebede Fantaye

2 papers indexed here

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Open access Aug 2026

Artificial neural network based predictive modeling for entropy optimized flow of tri-hybrid nanomaterials invoking Darcy Forchheimer law

This research explores the entropy-optimized magnetohydrodynamic slip flow of a tri-hybrid nanofluid on a curved stretching surface with non-similarity conditions via an artificial neural network (ANN) predictive model with Levenberg–Marquardt algorithm. The governing model accounts for Darcy–Forchheimer effects, Joule...

Abdullah A. Faqihi, Haitham M. Hadidi, Abdulelah M. Ali et al. · 0 citations
Open access Sep 2026

Intelligent neural network–based framework for Maxwell nanofluid flow with Soret–Dufour coupling and nonlinear thermal radiation

This study examined the optimization of the Levenberg–Marquardt backpropagation approach, which uses artificial neural networks, to calculate the interacting features of Soret and Dufour effects on convective Maxwell nanofluid flow through a porous surface with nonlinear thermal emission. The governing system of partia...

Muhammad Ishaq, Muhammad Bilal Ashraf, Abayneh Kebede Fantaye et al. · 0 citations

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