Shihao Qian

Machine learning-based fracturing parameter optimization for horizontal wells in Panke field shale oil

Weirong Li, Tianyang Zhang, Xinju Liu et al. · Scientific Reports · 2024 · 26 citations · Full text

Machine-Learning-Based Approach to Optimize CO2-WAG Flooding in Low Permeability Oil Reservoirs

Ming Gao, Zhaoxia Liu, Shihao Qian et al. · Energies · 2023 · 17 citations · Full text

Explainable Machine Learning-Based Method for Fracturing Prediction of Horizontal Shale Oil Wells

Xinju Liu, Tianyang Zhang, Huanying Yang et al. · Processes · 2023 · 16 citations · Full text

Lithologic Identification of Complex Reservoir Based on PSO-LSTM-FCN Algorithm

Yawen He, Weirong Li, Zhenzhen Dong et al. · Energies · 2023 · 13 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

Molecular dynamics-based analysis of the factors influencing the CO2 replacement of methane hydrate

Weirong Li, Haobin Xu, Xinle Ma et al. · Journal of Molecular Graphics and Modelling · 2022 · 10 citations