Resolution-Independent Analysis of Encoder--Decoder Operator Learning via Limiting Kernels

Lei Shi, Jia-Qi Yang, Ding-Xuan Zhou

Operator learning is formulated on function spaces, but training data are typically available only through finite-dimensional representations. In encoder--decoder architectures, a…