Loss Terms and Operator Forms of Koopman Autoencoders

Code

• gitlab.com/dustin_lee/neural-operators
  Officialpytorch★ 0

Abstract

Koopman autoencoders are a prevalent architecture in operator learning. But, the loss functions and the form of the operator vary significantly in the literature. This paper presents a fair and systemic study of these options. Furthermore, it introduces novel loss terms.

Tasks

Reproductions