Deep Neural Network Approximation of Composition Functions: with application to PINNs

Chenguang Duan, Yuling Jiao, Xiliang Lu +2

In this paper, we focus on approximating a natural class of functions that are compositions of smooth functions. Unlike the low-dimensional support assumption on the covariate, we…