Diffusion Models are Molecular Dynamics Simulators

Justin Diamond, Markus Lill

We prove that a denoising diffusion sampler equipped with a sequential bias across the batch dimension is exactly an Euler-Maruyama integrator for overdamped Langevin dynamics. Eac…