Piyang Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 4

Top Topics

Prediction Error

Finite Element Method

Variational Bayesian

Top Venues

J. Comput. Phys.

Comput. Geosci.

Publications

Jinding Zhang, Kai Zhang, Liming Zhang, Wensheng Zhou, Chen Liu, Piyang Liu, Wenhao Fu, Xu Chen, Ziwei Bian, Yongfei Yang, Jun Yao
An offline data-driven dual-surrogate framework considering prediction error for history matching. Comput. Geosci. 192 (2024)
Zhao Zhang, Piyang Liu, Ying Liu, Tianyu Zeng, Menghan Li
Ensemble variational Bayesian approximation for the inversion and uncertainty quantification of Darcy flows in heterogeneous porous media with random parameters. J. Comput. Phys. 510 (2024)
Zhao Zhang, Xia Yan, Piyang Liu, Kai Zhang, Renmin Han, Sheng Wang
A physics-informed convolutional neural network for the simulation and prediction of two-phase Darcy flows in heterogeneous porous media. J. Comput. Phys. 477 (2023)
Piyang Liu, Tao Zhang, Shuyu Sun
A tutorial review of reactive transport modeling and risk assessment for geologic CO2 sequestration. Comput. Geosci. 127 (2019)