Liu Yang, Xuhui Meng, George Em Karniadakis. B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data. J. Comput. Physics, 425:109913, 2021. [doi]
@article{YangMK21, title = {B-PINNs: Bayesian physics-informed neural networks for forward and inverse PDE problems with noisy data}, author = {Liu Yang and Xuhui Meng and George Em Karniadakis}, year = {2021}, doi = {10.1016/j.jcp.2020.109913}, url = {https://doi.org/10.1016/j.jcp.2020.109913}, researchr = {https://researchr.org/publication/YangMK21}, cites = {0}, citedby = {0}, journal = {J. Comput. Physics}, volume = {425}, pages = {109913}, }