Tag: boundary

Score-based constrained generative modeling via Langevin diffusions with boundary conditions arXiv:2510.23985v1 Announce Type: new Abstract: Score-based generative models based on stochastic differential equations (SDEs) achieve impressive performance in sampling from unknown distributions, but often fail to satisfy underlying constraints. We propose a constrained generative model using kinetic (underdamped) Langevin dynamics with specular reflection of velocity…