Designing Poisson Integrators Using Machine Learning Techniques

This paper presents a general method to construct Poisson integrators, i.e., integrators that preserve the underlying Poisson geometry, by formulating the design of Poisson integrators as solutions to a Hamilton-Jacobi PDE and approximating it using machine learning techniques.