8 citations · 9 across the 3 of their papers we have counts for
3 papers
math.NA2024
A second order Langevin sampler preserving positive volume for isothermal isobaric ensemble
Lei Li, Yuzhou Peng
We propose in this work a second-order Langevin sampler for the isothermal-isobaric ensemble (the NPT ensemble), preserving a positive volume for the simulation box. We first deriv…
cs.CV2022★ 8 cited
SportsTrack: An Innovative Method for Tracking Athletes in Sports Scenes
Jie Wang, Yuzhou Peng, Xiaodong Yang +2
The SportsMOT dataset aims to solve multiple object tracking of athletes in different sports scenes such as basketball or soccer. The dataset is challenging because of the unstable…
math.NA2021★ 1 cited
A splitting Hamiltonian Monte Carlo method for efficient sampling
Lei Li, Lin Liu, Yuzhou Peng
We propose a splitting Hamiltonian Monte Carlo (SHMC) algorithm, which can be computationally efficient when combined with the random mini-batch strategy. By splitting the potentia…