
From Physics to Probability: Hamiltonian Mechanics for Generative Modeling and MCMC
Phase space of a nonlinear pendulum. Photo by the author. Hamiltonian mechanics is a way to describe how physical systems, like planets or pendulums, move over time, focusing on energy rather than just forces. By reframing complex dynamics through energy …