Ohmic heating effects and entropy generation for nanofluidic system of Ree-Eyring fluid: Intelligent computing paradigm

M Shoaib, G Zubair, KS Nisar, MAZ Raja… - … Communications in Heat …, 2021 - Elsevier
In present study, the nano-material flow of Ree-Eyring fluid model (NF-REFM) is examined
by utilizing the technique of Levenberg Marquardt with backpropagated neural networks …

The design of intelligent networks for entropy generation in Ree-Eyring dissipative fluid flow system along quartic autocatalysis chemical reactions

M Shoaib, M Kausar, KS Nisar, MAZ Raja, M Zeb… - … Communications in Heat …, 2022 - Elsevier
In this framework entropy generation optimization in dissipative flow of Ree-Eyring fluid
model (EGODF-RFM) with chemical reaction of quartic autocatalysis between two rotating …

Intelligent backpropagated neural networks application on Darcy-Forchheimer ferrofluid slip flow system

M Shoaib, M Kausar, MI Khan, M Zeb… - … Communications in Heat …, 2021 - Elsevier
Ferroliquids are made of small magnetic fragments of iron, nanoscale ferrimagnetic particles
suspended on a base liquid (usually organic solvent/water) and are called colloidal liquids …

Intelligent computing for the dynamics of entropy optimized nanofluidic system under impacts of MHD along thick surface

MAZ Raja, M Shoaib, R Tabassum, MI Khan… - … Journal of Modern …, 2021 - World Scientific
This article examines entropy production (EP) of magneto-hydrodynamics viscous fluid flow
model (MHD-VFFM) subject to a variable thickness surface with heat sink/source effect by …

Intelligent computing through neural networks for entropy generation in MHD third-grade nanofluid under chemical reaction and viscous dissipation

MAZ Raja, R Tabassum, ER El-Zahar… - Waves in Random …, 2022 - Taylor & Francis
This study explores Artificial Neural Network with Back Propagated Levenberg Marquardt
(ANN-BPLM) for entropy generation in magnetohydrodynamic third-grade nanofluid flow …

Neural artificial networking for nonlinear Darcy–Forchheimer nanofluidic slip flow

MI Khan, M Shoaib, G Zubair, RN Kumar… - Applied …, 2023 - Springer
This article discussed the magneto-hydrodynamic Darcy–Forchheimer second-order velocity
slip flow model (DFSO-VSFM) through employing the scheme of Levenberg–Marquardt with …

Intelligent backpropagation networks with bayesian regularization for mathematical models of environmental economic systems

AK Kiani, WU Khan, MAZ Raja, Y He, Z Sabir… - Sustainability, 2021 - mdpi.com
The research community of environmental economics has had a growing interest for the
exploration of artificial intelligence (AI)-based systems to provide enriched efficiencies and …

Stochastic numerical computing for entropy optimized of Darcy-Forchheimer nanofluid flow: Levenberg Marquardt Algorithm

MAZ Raja, M Shoaib, R Tabassum, NM Khan… - Chemical Physics …, 2022 - Elsevier
The work in hand examines the entropy generation of magnetohydrodynamic Darcy-
Forchheimer nanofluid flow model (MHD-DFNM) over a stretched surface via Artificial back …

[HTML][HTML] Numerical treatment for the desirability of Hall current and activation energy in the enhancement of heat transfer in a nanofluidic system

M Shoaib, SU Saqib, KS Nisar, MAZ Raja… - Arabian Journal of …, 2024 - Elsevier
The growing attractiveness of Artificial Neural Networks (ANNs) derives from their
exceptional effectiveness in handling difficult and exceptionally nonlinear mathematical …

[HTML][HTML] Electroosmosis oriented flow of Jeffrey viscoelastic model through scraped surface heat exchanger

A Imran, M Shoaib, KS Nisar, MAZ Raja, A Zahra… - Case Studies in Thermal …, 2023 - Elsevier
Scraped surface heat exchanger (SSHE) is vibrantly utilized in various industries. The heat
exchanger devices play pivotal role in the energy transfer phenomenon between the fluids …