Neural Dynamical Systems: Balancing Structure and Flexibility in Physical Prediction

Viraj Mehta, Ian Char, Willie Neiswanger +5

We introduce Neural Dynamical Systems (NDS), a method of learning dynamical models in various gray-box settings which incorporates prior knowledge in the form of systems of ordinar…