Generalization Error Guaranteed Auto-Encoder-Based Nonlinear Model Reduction for Operator Learning

Hao Liu, Biraj Dahal, Rongjie Lai +1

Many physical processes in science and engineering are naturally represented by operators between infinite-dimensional function spaces. The problem of operator learning, in this co…