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Chemseddine Maatki

1 paper indexed

openalexDiscover Nano2026-07-24

Intelligent prediction of thermodynamic performance in MHD Oldroyd B trihybrid nanofluids using artificial neural networks

Mamoon Aamir, Chemseddine Maatki, Aqsa Zafar Abbasi, Rajab Alsayegh, Karim Kriaa, Walid Hassen, et al.

This research aims to describe the flow characteristics and entropy creation of an Oldroyd-B tri hybrid nanofluid under conditions of MHD with heat transfer through a hybrid numerical-machine learning framework. The nonlinear boundary layer governing equations for momentum and he…

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