Solving Nonlinear PDEs with Sparse Radial Basis Function Networks
arXiv:2505.07765v3 Announce Type: replace-cross
Abstract: We propose a novel framework for solving nonlinear PDEs using sparse radial basis function (RBF) networks. Sparsity-promoting regularization is employed to prevent over-parameterization and red…