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On the uncertainty analysis of the data-enabled physics-informed neural network for solving neutron diffusion eigenvalue problem

15 March 2023
Yu Yang
Helin Gong
Qihong Yang
Yangtao Deng
Qiaolin He
Shiquan Zhang
    DiffM
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Papers citing "On the uncertainty analysis of the data-enabled physics-informed neural network for solving neutron diffusion eigenvalue problem"

5 / 5 papers shown
Title
Artificial Intelligence in Reactor Physics: Current Status and Future Prospects
Artificial Intelligence in Reactor Physics: Current Status and Future Prospects
Ruizhi Zhang
Shengfeng Zhu
Kaixin Wang
Ding She
J. Argaud
B. Bouriquet
Qing Li
Helin Gong
AI4CE
49
0
0
04 Mar 2025
Dynamical system prediction from sparse observations using deep neural
  networks with Voronoi tessellation and physics constraint
Dynamical system prediction from sparse observations using deep neural networks with Voronoi tessellation and physics constraint
Hanyang Wang
Hao Zhou
Sibo Cheng
AI4CE
35
5
0
31 Aug 2024
Physics-informed neural networks with hard constraints for inverse
  design
Physics-informed neural networks with hard constraints for inverse design
Lu Lu
R. Pestourie
Wenjie Yao
Zhicheng Wang
F. Verdugo
Steven G. Johnson
PINN
41
494
0
09 Feb 2021
Fourier Neural Operator for Parametric Partial Differential Equations
Fourier Neural Operator for Parametric Partial Differential Equations
Zong-Yi Li
Nikola B. Kovachki
Kamyar Azizzadenesheli
Burigede Liu
K. Bhattacharya
Andrew M. Stuart
Anima Anandkumar
AI4CE
232
2,287
0
18 Oct 2020
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
183
760
0
13 Mar 2020
1