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MC-Nonlocal-PINNs: handling nonlocal operators in PINNs via Monte Carlo
  sampling

MC-Nonlocal-PINNs: handling nonlocal operators in PINNs via Monte Carlo sampling

26 December 2022
Xiaodong Feng
Yue Qian
W. Shen
ArXivPDFHTML

Papers citing "MC-Nonlocal-PINNs: handling nonlocal operators in PINNs via Monte Carlo sampling"

2 / 2 papers shown
Title
Tackling the Curse of Dimensionality in Fractional and Tempered
  Fractional PDEs with Physics-Informed Neural Networks
Tackling the Curse of Dimensionality in Fractional and Tempered Fractional PDEs with Physics-Informed Neural Networks
Zheyuan Hu
Kenji Kawaguchi
Zhongqiang Zhang
George Karniadakis
AI4CE
64
1
0
17 Jun 2024
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and
  Inverse PDE Problems with Noisy Data
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data
Liu Yang
Xuhui Meng
George Karniadakis
PINN
190
766
0
13 Mar 2020
1