Jingjing Liu

Integrating deep learning and logging data analytics for lithofacies classification and 3D modeling of tight sandstone reservoirs

Jingjing Liu · Geoscience Frontiers · 2021 · 71 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Permeability Predictions for Tight Sandstone Reservoir Using Explainable Machine Learning and Particle Swarm Optimization

Jingjing Liu, Jianchao Liu · Geofluids · 2022 · 46 citations · Full text

Geotechnical Engineering, Hydrogeology, Engineering +13

An intelligent approach for reservoir quality evaluation in tight sandstone reservoir using gradient boosting decision tree algorithm - A case study of the Yanchang Formation, mid-eastern Ordos Basin, China

Jingjing Liu, Jianchao Liu · Marine and Petroleum Geology · 2021 · 42 citations

Hydrogeology, Engineering, Machine Learning +12

Coupling relationship between sandstone reservoir densification and hydrocarbon accumulation: A case from the Yanchang Formation of the Xifeng and Ansai areas, Ordos Basin

Mingjie Liu, Zhen Liu, Jingjing Liu et al. · Petroleum Exploration and Development · 2014 · 40 citations · Full text

Functional Workspace Optimization via Learning Personal Preferences from Virtual Experiences

Wei Liang, Jingjing Liu, Yining Lang et al. · IEEE Transactions on Visualization and Computer Graphics · 2019 · 35 citations

Engineering, Virtual World Design, Social Sciences +16