Author name: Sean Disar\`o, Ruma Rani Maity, Aras Bacho

arXiv:2603.27936v2 Announce Type: replace-cross
Abstract: Nonlinear Partial Differential Equations (PDEs) are ubiquitous in mathematical physics and engineering. Although Physics-Informed Neural Networks (PINNs) have emerged as a powerful tool for sol…

arXiv:2603.27936v1 Announce Type: cross
Abstract: Nonlinear Partial Differential Equations (PDEs) are ubiquitous in mathematical physics and engineering. Although Physics-Informed Neural Networks (PINNs) have emerged as a powerful tool for solving PDE…