Xigui Zheng

Application of Gradient Boosting Machine Learning Algorithms to Predict Uniaxial Compressive Strength of Soft Sedimentary Rocks at Thar Coalfield

Niaz Muhammad Shahani, Muhammad Kamran, Xigui Zheng et al. · Advances in Civil Engineering · 2021 · 88 citations · Full text

Rock Testing, Engineering, Machine Learning +20

Developing an XGBoost Regression Model for Predicting Young’s Modulus of Intact Sedimentary Rocks for the Stability of Surface and Subsurface Structures

Niaz Muhammad Shahani, Xigui Zheng, Cancan Liu et al. · Frontiers in Earth Science · 2021 · 75 citations · Full text

Rock Testing, Engineering, Xgboost Regression Model +23

Predictive modeling of drilling rate index using machine learning approaches: LSTM, simple RNN, and RFA

Niaz Muhammad Shahani, Muhammad Kamran, Xigui Zheng et al. · Petroleum Science and Technology · 2022 · 59 citations

Rock Testing, Engineering, Machine Learning +27

Coupling Instability Mechanism and Joint Control Technology of Soft-Rock Roadway with a Buried Depth of 1336 m

Qinjian Zhan, Xigui Zheng, DU Ji-ping et al. · Rock Mechanics and Rock Engineering · 2019 · 57 citations

Geotechnical Engineering, Engineering, Instability Mechanism +8

Mechanical model for controlling floor heave in deep roadways with U-shaped steel closed support

Yiming Zhao, Na Liu, Xigui Zheng et al. · International Journal of Mining Science and Technology · 2015 · 54 citations

Floor Heave, Pavement Engineering, Engineering +6