Enhanced BPINN Training Convergence in Solving General and Multi-scale Elliptic PDEs with Noise

18 August 2024

Papers citing "Enhanced BPINN Training Convergence in Solving General and Multi-scale Elliptic PDEs with Noise"

3 / 3 papers shown

Title
Damper-B-PINN: Damper Characteristics-Based Bayesian Physics-Informed Neural Network for Vehicle State Estimation Tianyi Zeng Tianyi Wang Junfeng Jiao Xinbo Chen AI4CE 63 0 0 28 Feb 2025
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 101 326 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 148 616 0 13 Mar 2020