Convergence rate of DeepONets for learning operators arising from advection-diffusion equations

Beichuan Deng, Yeonjong Shin, Lu Lu +2

We present convergence analysis of operator learning in [Chen and Chen 1995] and [Lu et al. 2020], where continuous operators are approximated by a sum of products of branch and tr…