Intelligent computing Levenberg Marquardt approach for entropy optimized single-phase comparative study of second grade nanofluidic system

M Shoaib, MAZ Raja, W Jamshed, KS Nisar… - … Communications in Heat …, 2021 - Elsevier
In the presented research study, the novel intelligence based numerical computation by
artificial neural networks backpropagated with Levenberg Marquardt method (ANN-BLMM) …

Dynamical analysis of nonlinear fractional order Lorenz system with a novel design of intelligent solution predictive radial base networks

AH Bukhari, M Shoaib, AK Kiani, NI Chaudhary… - … and Computers in …, 2023 - Elsevier
In this research work, the convective flow of Lorenz attractor in the fractional domain is
modeled with a nonlinear flexible structure of radial basis neural network (RBNN). The …

Heat transfer between two porous parallel plates of steady nano fludis with Brownian and thermophoretic effects: A new stochastic numerical approach

RA Khan, H Ullah, MAZ Raja, MAR Khan… - … Communications in Heat …, 2021 - Elsevier
The design of integrated numerical computing through back-propagated neural networks
with Levenberg-Marquard system (BNN-LMS) is presented to explore the fluid mechanics …

Neuro-computational intelligence for numerical treatment of multiple delays SEIR model of worms propagation in wireless sensor networks

M Shoaib, N Anwar, I Ahmad, S Naz, AK Kiani… - … Signal Processing and …, 2023 - Elsevier
In this study, the dynamics of a nonlinear multiple delays susceptible, exposed, infected,
recovered (SEIR) model for worms propagation in wireless sensor networks (WSNs) …

Intelligent Bayesian regularization networks for bio-convective nanofluid flow model involving gyro-tactic organisms with viscous dissipation, stratification and heat …

SE Awan, MAZ Raja, M Awais… - Engineering Applications of …, 2021 - Taylor & Francis
In the current study, a novel intelligent numerical computing paradigm based upon the
foundation of the artificial neural networks legacy involving the Bayesian regularization …

[HTML][HTML] Soft computing paradigm for Ferrofluid by exponentially stretched surface in the presence of magnetic dipole and heat transfer

M Shoaib, MAZ Raja, I Farhat, Z Shah, P Kumam… - Alexandria Engineering …, 2022 - Elsevier
In the presented research article, the intelligence based numerical computation of artificial
neural network backpropagated with Levenberg-Marquardt algorithm has been developed …

[HTML][HTML] Impact of thermal energy on MHD Casson fluid through a Forchheimer porous medium with inclined non-linear surface: A soft computing approach

M Shoaib, M Kausar, KS Nisar, MAZ Raja… - Alexandria Engineering …, 2022 - Elsevier
In this work, the influence of thermal energy in term of heat source, thermal radiation and
chemical reaction on magneto hydrodynamic Casson fluid flow model (MHD-CFM) over a …

Neuro-intelligent mappings of hybrid hydro-nanofluid Al2O3–Cu–H2O model in porous medium over rotating disk with viscous dissolution and Joule heating

H Ilyas, I Ahmad, MAZ Raja, MB Tahir… - International Journal of …, 2021 - Elsevier
The aim of study is to investigate the mass and heat transfer phenomena in hybrid hydro-
nanofluidic system involving Al 2 O 3–Cu–H 2 O over the rotating disk in porous medium …

Intelligent computing with levenberg–marquardt backpropagation neural networks for third-grade nanofluid over a stretched sheet with convective conditions

M Shoaib, MAZ Raja, G Zubair, I Farhat… - Arabian journal for …, 2021 - Springer
This article discussed the influence of activation energy on MHD flow of third-grade
nanofluid model (MHD-TGNFM) along with the convective conditions and used the …

Neuro-computing for hall current and MHD effects on the flow of micro-polar nano-fluid between two parallel rotating plates

H Ullah, M Shoaib, A Akbar, MAZ Raja, S Islam… - Arabian Journal for …, 2022 - Springer
The present works focus on the effects of electric and magnetic fields on the flow of micro-
polar nano-fluid between two parallel plates with rotation under the impact of Hall current …