Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems

Suresh Bishnoi, Ravinder Bhattoo, Sayan Ranu +1

Neural networks with physics based inductive biases such as Lagrangian neural networks (LNN), and Hamiltonian neural networks (HNN) learn the dynamics of physical systems by encodi…