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Author

Umer Farooq

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2 papers indexed here

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Sep 2026

Numerical and ANN modeling of mixed-convection nanofluid cooling in a straight elliptical robotic-actuator channel

This study aims to investigate mixed-convection heat transfer of an Al2O3 – water nanofluid in a fixed straight elliptical cooling channel representative of an actuator-integrated cooling passage and develops an artificial neural network (ANN) surrogate for rapid prediction of thermal-hydraulic performance....

Umar Farooq, Tao Liu, Umer Farooq et al. · 0 citations
Sep 2026

Mathematical Model of Bio-Convective Casson Nanofluid Flow in Heated Cylinders: An Application of Multiphysics Modeling of Engineering and Biological Phenomenon with Prospects for Machine Learning Applications

The objective of this work is to explore the impact of physical parameters on the Casson nanofluid flow over a cylinder in the presence of gyrotactic motile microorganisms. Furthermore, the Impact of an exponential heat source is considered. Moreover, the heat and mass transfer characteristics are investigated utilizin...

Muhammad Abid, Muhammad Imran, Madeeha Tahir et al. · 0 citations

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