Neural Conjugate Flows: Physics-informed architectures with flow structure

Arthur Bizzi, Lucas Nissenbaum, João M. Pereira

We introduce Neural Conjugate Flows (NCF), a class of neural network architectures equipped with exact flow structure. By leveraging topological conjugation, we prove that these ne…