Probability flow solution of the Fokker-Planck equation

9 June 2022

Papers citing "Probability flow solution of the Fokker-Planck equation"

11 / 11 papers shown

Title
Integration Matters for Learning PDEs with Backwards SDEs Sungje Park Stephen Tu PINN 48 0 0 02 May 2025
Score-based Neural Ordinary Differential Equations for Computing Mean Field Control Problems Mo Zhou Stanley Osher Wuchen Li 79 2 0 24 Sep 2024
A score-based particle method for homogeneous Landau equation Yan Huang Li Wang OT 44 5 0 08 May 2024
Deep Stochastic Mechanics Elena Orlova Aleksei Ustimenko Ruoxi Jiang Peter Y. Lu Rebecca Willett DiffM 31 0 0 31 May 2023
Score-based Transport Modeling for Mean-Field Fokker-Planck Equations Jianfeng Lu Yue Wu Yang Xiang OT 11 9 0 21 Apr 2023
Gradient Flows for Sampling: Mean-Field Models, Gaussian Approximations and Affine Invariance Yifan Chen Daniel Zhengyu Huang Jiaoyang Huang Sebastian Reich Andrew M. Stuart 6 17 0 21 Feb 2023
Self-Consistent Velocity Matching of Probability Flows Lingxiao Li Samuel Hurault Justin Solomon 17 11 0 31 Jan 2023
Relative Entropy Gradient Sampler for Unnormalized Distributions Xingdong Feng Yuan Gao Jian Huang Yuling Jiao Xu Liu 17 7 0 06 Oct 2021
Convex Potential Flows: Universal Probability Distributions with Optimal Transport and Convex Optimization Chin-Wei Huang Ricky T. Q. Chen Christos Tsirigotis Aaron Courville OT 112 95 0 10 Dec 2020
An invitation to sequential Monte Carlo samplers Chenguang Dai J. Heng Pierre E. Jacob N. Whiteley 50 65 0 23 Jul 2020
Variational Particle Approximations A. Saeedi Tejas D. Kulkarni Vikash K. Mansinghka S. Gershman 77 60 0 24 Feb 2014