This is the pytorch implementation of B-PINNs with Hamiltonian monte carlo algorithm.
B-PINN에 관한 설명은 제 블로그에 있습니다.
- pytorch 1.6.0
- numpy 1.19.1
- hamiltorch
- IDE: Visual studio code
@article{yang2020b,
title={B-pinns: Bayesian physics-informed neural networks for forward and inverse pde problems with noisy data},
author={Yang, Liu and Meng, Xuhui and Karniadakis, George Em},
journal={arXiv preprint arXiv:2003.06097},
year={2020}
}