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Solving PDEs on Unknown Manifolds with Machine Learning

Solving PDEs on Unknown Manifolds with Machine Learning

12 June 2021
Senwei Liang
Shixiao W. Jiang
J. Harlim
Haizhao Yang
    AI4CE
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Papers citing "Solving PDEs on Unknown Manifolds with Machine Learning"

5 / 5 papers shown
Title
Probing reaction channels via reinforcement learning
Probing reaction channels via reinforcement learning
Senwei Liang
Aditya Singh
Yuanran Zhu
David T. Limmer
Chao Yang
23
6
0
27 May 2023
Designing Universal Causal Deep Learning Models: The Geometric
  (Hyper)Transformer
Designing Universal Causal Deep Learning Models: The Geometric (Hyper)Transformer
Beatrice Acciaio
Anastasis Kratsios
G. Pammer
OOD
49
20
0
31 Jan 2022
Numerical Approximation of Partial Differential Equations by a Variable
  Projection Method with Artificial Neural Networks
Numerical Approximation of Partial Differential Equations by a Variable Projection Method with Artificial Neural Networks
S. Dong
Jielin Yang
40
17
0
24 Jan 2022
A Priori Generalization Error Analysis of Two-Layer Neural Networks for
  Solving High Dimensional Schrödinger Eigenvalue Problems
A Priori Generalization Error Analysis of Two-Layer Neural Networks for Solving High Dimensional Schrödinger Eigenvalue Problems
Jianfeng Lu
Yulong Lu
34
29
0
04 May 2021
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth
Zuowei Shen
Haizhao Yang
Shijun Zhang
101
115
0
28 Feb 2021
1