2 papers
cs.LG2023
Domain adaption and physical constrains transfer learning for shale gas production
Zhaozhong Yang, Liangjie Gou, Chao Min +3
Effective prediction of shale gas production is crucial for strategic reservoir development. However, in new shale gas blocks, two main challenges are encountered: (1) the occurren…
cs.LG2022
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 +2
Machine learning approaches are widely studied in the production prediction of CBM wells after hydraulic fracturing, but merely used in practice due to the low generalization abili…