Shuyi Du

A systematic data-driven approach for production forecasting of coalbed methane incorporating deep learning and ensemble learning adapted to complex production patterns

Shuyi Du, Jiulong Wang, Meizhu Wang et al. · Energy · 2022 · 81 citations

Forecasting Methodology, Engineering, Machine Learning +10

Potential for Prediction of Water Saturation Distribution in Reservoirs Utilizing Machine Learning Methods

Qitao Zhang, Chenji Wei, Yuhe Wang et al. · Energies · 2019 · 46 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +16

Data-driven production optimization using particle swarm algorithm based on the ensemble-learning proxy model

Shuyi Du, Xiangguo Zhao, Chiyu Xie et al. · Petroleum Science · 2023 · 39 citations · Full text

Engineering, Machine Learning, Data-driven Optimization +23

An enhanced prediction framework for coalbed methane production incorporating deep learning and transfer learning

Shuyi Du, Meizhu Wang, Jiaosheng Yang et al. · Energy · 2023 · 38 citations

Engineering, Coalbed Methane Production, Petroleum Production +4

Evaluation of hydraulic fracturing effect on coalbed methane reservoir based on deep learning method considering physical constraints

Hongqing Song, Shuyi Du, Jiaosheng Yang et al. · Journal of Petroleum Science and Engineering · 2022 · 36 citations

Geotechnical Engineering, Hydraulic Fracturing, Engineering +9