Yaoru Liu

Real-time prediction of rock mass classification based on TBM operation big data and stacking technique of ensemble learning

Shaokang Hou, Yaoru Liu, Qiang Yang · Journal of Rock Mechanics and Geotechnical Engineering · 2021 · 231 citations · Full text

Engineering, Machine Learning, Mining Methods +18

Investigation of directional hydraulic fracturing based on true tri-axial experiment and finite element modeling

J. Q. Deng, Chao Lin, Qiang Yang et al. · Computers and Geotechnics · 2016 · 84 citations

Geotechnical Engineering, Hydraulic Fracturing, Engineering +10

Stability analysis of earthquake-induced rock slope based on back analysis of shear strength parameters of rock mass

Qingchao Lv, Yaoru Liu, Qiang Yang · Engineering Geology · 2017 · 77 citations

Geotechnical Engineering, Ground Motion, Rock Slide +12

Mechanism and numerical simulation of reservoir slope deformation during impounding of high arch dams based on nonlinear FEM

Yaoru Liu, Qiang Yang, Yue Pan et al. · Computers and Geotechnics · 2016 · 63 citations

Geotechnical Engineering, High Arch Dams, Engineering +11

Early warning of tunnel collapse based on Adam-optimised long short-term memory network and TBM operation parameters

Shaokang Hou, Yaoru Liu · Engineering Applications of Artificial Intelligence · 2022 · 62 citations

Hardware Security, Engineering, Tunnel Collapse +5