In Progress

Published: 2026-01-10

Articles

Physics-Informed Neural Networks for Solving PDEs Using Gradient-Regularized Loss Functions: Application to the Nonlinear Burgers’ Equation

H.K. Al-Mahdawi, Naif Almusallam , Vusala Muradova, Haifaa Mhammad Ali

1–10

PDF
DOI: https://doi.org/10.58496/BJM/2026/001

Gradient-Regularized Deep Ritz Networks for Solving Elliptic PDEs: Application to the Poisson Equation

H.K. Al-Mahdawi, Aleksandra Petrovic , Sandeep Poddar

11-18

PDF
DOI: https://doi.org/10.58496/BJM/2026/002