Architectural Strategies for the optimization of Physics-Informed Neural Networks

5 February 2024

Papers citing "Architectural Strategies for the optimization of Physics-Informed Neural Networks"

3 / 3 papers shown

Title
Probing optimisation in physics-informed neural networks Nayara Fonseca V. Guidetti Will Trojak 26 1 0 27 Mar 2023
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 126 435 0 18 Dec 2020
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 170 616 0 13 Mar 2020