56 citations · 58 across the 15 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
physics.comp-ph2023★ 1 cited
Diffusion Methods for Generating Transition Paths
Luke Triplett, Jianfeng Lu
In this work, we seek to simulate rare transitions between metastable states using score-based generative models. An efficient method for generating high-quality transition paths i…
math.NA2023
Riemannian Langevin Monte Carlo schemes for sampling PSD matrices with fixed rank
Tianmin Yu, Shixin Zheng, Jianfeng Lu +2
This paper introduces two explicit schemes to sample matrices from Gibbs distributions on , the manifold of real positive semi-definite (PSD) matrices of size $…