Efficient Bayesian Physics Informed Neural Networks for Inverse Problems via Ensemble Kalman Inversion

13 March 2023

Papers citing "Efficient Bayesian Physics Informed Neural Networks for Inverse Problems via Ensemble Kalman Inversion"

3 / 3 papers shown

Title
Enhanced BPINN Training Convergence in Solving General and Multi-scale Elliptic PDEs with Noise Yilong Hou Xi’an Li Jinran Wu You-Gan Wang 69 1 0 18 Aug 2024
B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data Liu Yang Xuhui Meng George Karniadakis PINN 183 760 0 13 Mar 2020
Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems J. Willard X. Jia Shaoming Xu M. Steinbach Vipin Kumar AI4CE 91 387 0 10 Mar 2020