26 citations · 27 across the 2 of their papers we have counts for
2 papers
math.NA2022★ 1 cited
MC-Nonlocal-PINNs: handling nonlocal operators in PINNs via Monte Carlo sampling
Xiaodong Feng, Yue Qian, Wanfang Shen
We propose, Monte Carlo Nonlocal physics-informed neural networks (MC-Nonlocal-PINNs), which is a generalization of MC-fPINNs in \cite{guo2022monte}, for solving general nonlocal m…
cs.LG2021★ 26 cited
Solving time dependent Fokker-Planck equations via temporal normalizing flow
Xiaodong Feng, Li Zeng, Tao Zhou
In this work, we propose an adaptive learning approach based on temporal normalizing flows for solving time-dependent Fokker-Planck (TFP) equations. It is well known that solutions…