Sparse RBF Networks for PDEs and nonlocal equations: function space theory, operator calculus, and training algorithms

Zihan Shao, Konstantin Pieper, Xiaochuan Tian

This work presents a systematic analysis and extension of the sparse radial basis function network (SparseRBFnet) previously introduced for solving nonlinear partial differential e…