Neural network methods to solve the Lane–Emden type equations arising in thermodynamic studies of the spherical gas cloud model

I Ahmad, MAZ Raja, M Bilal, F Ashraf - Neural Computing and Applications, 2017 - Springer
In the present study, stochastic numerical computing approach is developed by applying
artificial neural networks (ANNs) to compute the solution of Lane–Emden type boundary …

Design of unsupervised fractional neural network model optimized with interior point algorithm for solving Bagley–Torvik equation

MAZ Raja, R Samar, MA Manzar, SM Shah - Mathematics and Computers …, 2017 - Elsevier
In this article, an efficient computing technique has been developed for the solution of
fractional order systems governed with initial value problems (IVPs) of the Bagley–Torvik …

Design of artificial neural network models optimized with sequential quadratic programming to study the dynamics of nonlinear Troesch's problem arising in plasma …

MAZ Raja, FH Shah, M Tariq, I Ahmad… - Neural Computing and …, 2018 - Springer
In this study, a computational intelligence technique based on three different designs of
artificial neural networks (ANNs) is presented to solve the nonlinear Troesch's boundary …

Design of computational intelligent procedure for thermal analysis of porous fin model

I Ahmad, H Zahid, F Ahmad, MAZ Raja… - Chinese Journal of …, 2019 - Elsevier
The importance of rectangular porous fins for the transformation of heat through the system
is well-recognized to analyze the physical characteristics of material in practical …

Design of neuro-computing paradigms for nonlinear nanofluidic systems of MHD Jeffery–Hamel flow

A Mehmood, A Zameer, SH Ling, MAZ Raja - Journal of the Taiwan …, 2018 - Elsevier
In this paper, a neuro-heuristic technique by incorporating artificial neural network models
(NNMs) optimized with sequential quadratic programming (SQP) is proposed to solve the …

Design of a unified physics-informed neural network using interior point algorithm to study the bioconvection nanofluid flow via stretching surface

P Chandra, R Das - Engineering Applications of Artificial Intelligence, 2024 - Elsevier
Numerical simulation of fluids is crucial in modeling physical phenomena in various fields,
including engineering, physics, and environmental science. Fluids are typically described by …

Bio-inspired computational heuristics to study Lane–Emden systems arising in astrophysics model

I Ahmad, MAZ Raja, M Bilal, F Ashraf - SpringerPlus, 2016 - Springer
This study reports novel hybrid computational methods for the solutions of nonlinear singular
Lane–Emden type differential equation arising in astrophysics models by exploiting the …

Stochastic numerical solver for nanofluidic problems containing multi-walled carbon nanotubes

MAZ Raja, U Farooq, NI Chaudhary, AM Wazwaz - Applied Soft Computing, 2016 - Elsevier
In the present study, a new soft computing framework is developed for solving nanofluidic
problems based on fluid flow and heat transfer of multi-walled carbon nanotube (MWCNT) …