Understanding the Hamiltonian Monte Carlo through its Physics Fundamentals and Examples

Mario Molina, Abraham Granados, Jorge González Cázares +2

The Hamiltonian Monte Carlo (HMC) algorithm is a powerful Markov Chain Monte Carlo (MCMC) method that uses Hamiltonian dynamics to generate samples from a target distribution. To f…