Efficient and Unbiased Sampling of Boltzmann Distributions via Consistency Models

Fengzhe Zhang, Jiajun He, Laurence I. Midgley +2

Diffusion models have shown promising potential for advancing Boltzmann Generators. However, two critical challenges persist: (1) inherent errors in samples due to model imperfecti…