Inference of Hamiltonian and Lie-Poisson structures from vector field samples

Jason E. Frank, Georg A. Gottwald

We present a method for the data-driven inference of Hamiltonian and Lie-Poisson dynamical systems from vector-field samples, in which the Hamiltonian and the underlying Poisson te…