3 citations · 3 across the 1 of their papers we have counts for
3 papers
cs.LG2022★ 3 cited
High-dimensional density estimation with tensorizing flow
Yinuo Ren, Hongli Zhao, Yuehaw Khoo +1
We propose the tensorizing flow method for estimating high-dimensional probability density functions from the observed data. The method is based on tensor-train and flow-based gene…
math.NA2020
A semigroup method for high dimensional committor functions based on neural network
Haoya Li, Yuehaw Khoo, Yinuo Ren +1
This paper proposes a new method based on neural networks for computing the high-dimensional committor functions that satisfy Fokker-Planck equations. Instead of working with parti…
physics.comp-ph2020
Hermite spectral method for Fokker-Planck-Landau equation modeling collisional plasma
Ruo Li, Yinuo Ren, Yanli Wang
We propose an Hermite spectral method for the Fokker-Planck-Landau (FPL) equation. Both the distribution functions and the collision terms are approximated by series expansions of…