H.K. Al-Mahdawi, Aleksandra Petrovic, and Sandeep Poddar , trans. “Gradient-Regularized Deep Ritz Networks for Solving Elliptic PDEs: Application to the Poisson Equation”. Babylonian Journal of Mathematics 2026 (January 10, 2026): 11–18. Accessed January 16, 2026. https://mesopotamian.press/journals/index.php/BJM/article/view/1001.