Jingwei Zhu

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

Data-driven physics-informed interpolation evolution combining historical-predicted knowledge for remaining oil distribution prediction

Hongqing Song, Jingwei Zhu, Chenji Wei et al. · Journal of Petroleum Science and Engineering · 2022 · 21 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +14

Direct prediction of relative permeability curve from 3D digital rock images based on deep learning approaches

Chiyu Xie, Jingwei Zhu, Jiulong Wang et al. · International Journal of Rock Mechanics and Mining Sciences · 2023 · 18 citations

Geometric Learning, Engineering, Machine Learning +8

Relative permeability curve prediction from digital rocks with variable sizes using deep learning

Chiyu Xie, Jingwei Zhu, Hongen Yang et al. · Physics of Fluids · 2023 · 14 citations