Shaokang Hou

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

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

Analysis on the crown convergence deformation of surrounding rock for double-shield TBM tunnel based on advance borehole monitoring and inversion analysis

Chaoyi Li, Shaokang Hou, Yaoru Liu et al. · Tunnelling and Underground Space Technology · 2020 · 58 citations

Geotechnical Engineering, Crown Convergence Deformation, Engineering +8

Study on support time in double-shield TBM tunnel based on self-compacting concrete backfilling material

Yaoru Liu, Shaokang Hou, Chaoyi Li et al. · Tunnelling and Underground Space Technology · 2019 · 44 citations

Geotechnical Engineering, Engineering, Support Time +6

Evaluation of rockburst risk in deep tunnels considering structural planes based on energy dissipation rate criterion and numerical simulation

Rujiu Zhang, Yaoru Liu, Shaokang Hou · Tunnelling and Underground Space Technology · 2023 · 37 citations

Geotechnical Engineering, Rock Testing, Underground Infrastructure +11