Yue-Tian Liu

Physics-informed neural network-based petroleum reservoir simulation with sparse data using domain decomposition

Jiangxia Han, Liang Xue, Yun-Sheng Wei et al. · Petroleum Science · 2023 · 31 citations · Full text

Engineering, Petroleum Engineering, Physics +14

An efficient data-driven global sensitivity analysis method of shale gas production through convolutional neural network

Liang Xue, Shuai Xu, Jie Nie et al. · Petroleum Science · 2024 · 20 citations · Full text

Engineering, Geological Engineering, Petroleum Engineering +15

Physics-informed graph neural network for predicting fluid flow in porous media

Haiyang Chen, Liang Xue, Li Liu et al. · Petroleum Science · 2025 · 19 citations · Full text

Engineering, Petroleum Engineering, Physics +14

Ensemble-based optimization of hydraulically fractured horizontal well placement in shale gas reservoir through Hough transform parameterization

Liang Xue, Shaohua Gu, Xie-Er Jiang et al. · Petroleum Science · 2021 · 16 citations · Full text

Engineering, Geological Engineering, Petroleum Engineering +16