Piyang Liu

According to our database, Piyang Liu authored at least 5 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Adaptive constraint-guided surrogate enhanced evolutionary algorithm for horizontal well placement optimization in oil reservoir.

Qinyang Dai, Liming Zhang, Peng Wang, Kai Zhang, Guodong Chen, Zhangxing Chen, Xiaoming Xue, Jian Wang, Chen Liu, Xia Yan, Piyang Liu, Dawei Wu, Guoyu Qin, Xingyu Liu

Comput. Geosci., 2025

2024

Ensemble variational Bayesian approximation for the inversion and uncertainty quantification of Darcy flows in heterogeneous porous media with random parameters.

Zhao Zhang, Piyang Liu, Ying Liu, Tianyu Zeng, Menghan Li

J. Comput. Phys., 2024

An offline data-driven dual-surrogate framework considering prediction error for history matching.

Jinding Zhang, Kai Zhang, Liming Zhang, Wensheng Zhou, Chen Liu, Piyang Liu, Wenhao Fu, Xu Chen, Ziwei Bian, Yongfei Yang, Jun Yao

Comput. Geosci., 2024

2023

A physics-informed convolutional neural network for the simulation and prediction of two-phase Darcy flows in heterogeneous porous media.

Zhao Zhang, Xia Yan, Piyang Liu, Kai Zhang, Renmin Han, Sheng Wang

J. Comput. Phys., March, 2023

2019

A tutorial review of reactive transport modeling and risk assessment for geologic CO2 sequestration.

Piyang Liu, Tao Zhang, Shuyu Sun

Comput. Geosci., 2019