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Author

Qazi Mahmood Ul Hassan

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Open access Oct 2026

Thermal Energy Optimization of Nanofluid Movement in Spinning Porous Tubes Through Neural Networks

Objective: The current study combines artificial intelligence (AI) with mathematical modeling to analyze nanofluid flow behavior, convective heat transfer, and thermal radiation in a rotating permeable channel. Methods/Analysis: Governing equations are derived for a CuO-water nanofluid using its thermo-physical propert...

Y. Iqbal, Qazi Mahmood Ul Hassan, Raymond Ghandour et al. · 0 citations

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