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Momentum Diminishes the Effect of Spectral Bias in Physics-Informed
  Neural Networks

Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks

29 June 2022
G. Farhani
Alexander Kazachek
Boyu Wang
ArXivPDFHTML

Papers citing "Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks"

3 / 3 papers shown
Title
Towards General Neural Surrogate Solvers with Specialized Neural
  Accelerators
Towards General Neural Surrogate Solvers with Specialized Neural Accelerators
Chenkai Mao
Robert Lupoiu
Tianxiang Dai
Mingkun Chen
Jonathan A. Fan
AI4CE
41
5
0
02 May 2024
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide
  Networks and Effective Activations
Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations
Nima Hosseini Dashtbayaz
G. Farhani
Boyu Wang
Charles Ling
28
1
0
02 May 2024
A Block-Coordinate Approach of Multi-level Optimization with an
  Application to Physics-Informed Neural Networks
A Block-Coordinate Approach of Multi-level Optimization with an Application to Physics-Informed Neural Networks
Serge Gratton
Valentin Mercier
E. Riccietti
P. Toint
AI4CE
36
5
0
23 May 2023
1