Nonlocality and Nonlinearity Implies Universality in Operator Learning

Samuel Lanthaler, Zongyi Li, Andrew M. Stuart

Neural operator architectures approximate operators between infinite-dimensional Banach spaces of functions. They are gaining increased attention in computational science and engin…