Random Neural Network Expressivity for Non-Linear Partial Differential Equations

Muhammed Ali Mehmood, Lukas Gonon

Neural networks with randomly generated hidden weights (RaNNs) have been extensively studied, both as a standalone learning method and as an initialization for fully trainable deep…