Energy-Weighted Flow Matching: Unlocking Continuous Normalizing Flows for Efficient and Scalable Boltzmann Sampling

Niclas Dern, Lennart Redl, Sebastian Pfister +3

Sampling from unnormalized target distributions, e.g.\ Boltzmann distributions ${\mu }_{\text{target}}(x)\propto \exp (-E(x)/T)$, is fundamental to many scientific applications yet comp…