Author

Jiangxia Han

Observed names: Jiang-Xia Han, JiangXia Han

Institution: China University of Petroleum, Beijing

Observed institutions: China University of Petroleum, Beijing, SINOPEC Exploration & Production Research Institute

ORCID: 0000-0002-3634-8100

Observed ORCID: 0000-0002-3634-8100

OpenAlex ID: A5048749206

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

2023 · Jiang-Xia Han, Liang Xue, et al. · Petroleum Science · 54

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

2025 · Hai-Yang Chen, Liang Xue, et al. · Petroleum Science · 34

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

2024 · Liang Xue, Shuai Xu, et al. · Petroleum Science · 23

Gas well performance prediction using deep learning jointly driven by decline curve analysis model and production data

2023 · Liang Xue, Jiabao Wang, et al. · ADVANCES IN GEO-ENERGY RESEARCH · 21

Prediction of Porous Media Fluid Flow with Spatial Heterogeneity Using Criss-Cross Physics-Informed Convolutional Neural Networks

2023 · Jiangxia Han, Liang Xue, et al. · Computer Modeling in Engineering & Sciences · 8

Multiple Production Time Series Forecasting Using Deepar and Probabilistic Forecasting

2023 · JiangXia Han, Liang Xue · SPE Annual Technical Conference and Exhibition · 8

Pressure Transient Analysis for Fractured Shale Gas Wells Using Trilinear Flow Model

2024 · Li Liu, Liang Xue, et al. · Processes · 2

Global Probabilistic Forecasting for Multiple Tight Gas Wells Using Deep Autoregressive Networks

2024 · Jiangxia Han, Liang Xue, et al. · SPE Journal · 2

Works count: 8

Citation count: 151

H-index: 6

I10-index: 4