Taper-based scattering formulation of the Helmholtz equation to improve the training process of Physics-Informed Neural Networks

15 April 2024

Papers citing "Taper-based scattering formulation of the Helmholtz equation to improve the training process of Physics-Informed Neural Networks"

2 / 2 papers shown

Title
Hyper-parameter tuning of physics-informed neural networks: Application to Helmholtz problems Paul Escapil-Inchauspé G. A. Ruz 24 32 0 13 May 2022
On the eigenvector bias of Fourier feature networks: From regression to solving multi-scale PDEs with physics-informed neural networks Sifan Wang Hanwen Wang P. Perdikaris 131 438 0 18 Dec 2020