Design optimal neural network based on new LM training algorithm for solving 3D-PDEs

FF Ghazi, LNM Tawfiq - An International Journal of Optimization and …, 2024 - ijocta.org
In this article, we design an optimal neural network based on new LM training algorithm. The
traditional algorithm of LM required high memory, storage and computational overhead …

[PDF][PDF] New Approach for Calculate Exponential Integral Function

LNM Tawfiq, AH Khamas - Iraqi Journal of Science, 2023 - iasj.net
This manuscript presents a new approach to accurately calculating exponential integral
function that arises in many applications such as contamination, groundwater flow …

[PDF][PDF] Design an efficient neural network for solving steady state problems

AA Thirthara, LNM Tawfiqb, K Shahc, T Abdeljawadc - 2025 - researchgate.net
In this article, the mathematical model of steady state problems based on horizontal radial
flow in homogenous confined aquifers has been presented. Then we design efficient neural …

Solving (3+ 1) D-New Hirota Bilinear Equation Using Tanh Method and New Modification of Extended Tanh Method

ZH Kareema, LNM Tawfiqa - atnaea.org
In this article Tanh method is considered as effective approach to get solutions of some
types of non-linear partial differential equations. Then we suggested new modification for …

Novel Neural Network Based on New Modification of BFGS Update Algorithm for Solving Partial Differential Equations

MH Alia, LNM Tawfiqa - atnaea.org
In this article, an effective neural network is created using unconstrained optimization the
brand-new BFGS training algorithm. The fourth order nonlinear partial differential equation is …