Tianru Song

Machine learning - based shale wettability prediction: Implications for H2, CH4 and CO2 geo-storage

Bin Pan, Tianru Song, Ming Yue et al. · International Journal of Hydrogen Energy · 2024 · 66 citations

Petroleum Reservoir, Carbon Sequestration, Hydraulic Fracturing +8

Prediction of effective stimulated reservoir volume after hydraulic fracturing utilizing deep learning

Ming Yue, Tianru Song, Qiang Chen et al. · Petroleum Science and Technology · 2022 · 19 citations

Convolutional Neural Network, Engineering, Machine Learning +17

Stratigraphic subdivision-based logging curves generation using neural random forests

Weiyao Zhu, Tianru Song, Mingchuan Wang et al. · Journal of Petroleum Science and Engineering · 2022 · 18 citations

Geometric Modeling, Forest Inventory, Geomorphology +7

A novel well-logging data generation model integrated with random forests and adaptive domain clustering algorithms

Tianru Song, Weiyao Zhu, Zhangxin Chen et al. · Geoenergy Science and Engineering · 2023 · 15 citations

Adaptive Domain, Engineering, Log Analysis +12

Development of ensemble learning techniques and sequential model-based optimization for enhancing the generalizability of shale wettability predictions

Tianru Song, Zhu Weiyao, Bin Pan et al. · Marine and Petroleum Geology · 2024 · 10 citations