Mastering high-dimensional dynamics with Hamiltonian neural networks

Scott T. Miller, John F. Lindner, Anshul Choudhary +2

We detail how incorporating physics into neural network design can significantly improve the learning and forecasting of dynamical systems, even nonlinear systems of many dimension…