Zaobao Liu

Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network

Zaobao Liu, Long Li, Xingli Fang et al. · Automation in Construction · 2021 · 183 citations

Geotechnical Engineering, Engineering, Machine Learning +8

Comparison on landslide nonlinear displacement analysis and prediction with computational intelligence approaches

Zaobao Liu, J.F. Shao, Weiya Xu et al. · Landslides · 2013 · 133 citations

Geotechnical Engineering, Rock Slide, Earthquake Engineering +13

An extreme learning machine approach for slope stability evaluation and prediction

Zaobao Liu, J.F. Shao, Weiya Xu et al. · Natural Hazards · 2014 · 121 citations

Engineering, Machine Learning, Slope Stability +9

Prediction of rock burst classification using the technique of cloud models with attribution weight

Zaobao Liu, J.F. Shao, Weiya Xu et al. · Natural Hazards · 2013 · 112 citations

Rock Slide, Engineering, Data Science +10

Mechanical property and thermal degradation mechanism of granite in thermal-mechanical coupled triaxial compression

Hongyuan Zhou, Zaobao Liu, Wanqing Shen et al. · International Journal of Rock Mechanics and Mining Sciences · 2022 · 102 citations

Materials Science, Rock Testing, Engineering +5