Interpretability and causal discovery of the machine learning models to predict the production of CBM wells after hydraulic fracturing. - Chao Min; Guoquan Wen; Liangjie Gou; Xiaogang Li; Zhaozhong Yang (CoRR, 2022)

Domain adaption and physical constrains transfer learning for shale gas production. - Zhaozhong Yang; Liangjie Gou; Chao Min; Duo Yi; Xiaogang Li; Guoquan Wen (CoRR, 2023)

A novel hybrid deep learning methodology for real-time wellhead pressure forecasting and risk warning during shale gas hydraulic fracturing. - Liangjie Gou; Zhaozhong Yang; Chao Min; Duo Yi; Liangping Yi; Xiaogang Li (Reliab. Eng. Syst. Saf., 2025)