From Mesh to Neural Nets: A Multi-Method Evaluation of Physics-Informed Neural Networks and Galerkin Finite Element Method for Solving Nonlinear Convection-Reaction-Diffusion Equations. - Fardous Hasan; Hazrat Ali; Hasan Asyari Arief (CoRR, 2024)