Lei-jie Wu

Feedback on a shared big dataset for intelligent TBM Part I: Feature extraction and machine learning methods

Jianbin Li, Zuyu Chen, Xu Li et al. · Underground Space · 2023 · 77 citations · Full text

Feedback on a shared big dataset for intelligent TBM Part II: Application and forward look

Jianbin Li, Zuyu Chen, Xu Li et al. · Underground Space · 2023 · 57 citations · Full text

Real-time prediction of tunnel face conditions using XGBoost Random Forest algorithm

Lei-jie Wu, Xu Li, Jidong Yuan et al. · Frontiers of Structural and Civil Engineering · 2023 · 32 citations · Full text

Engineering, Machine Learning, Abstract Real-time Perception +20

Physics-informed and data-driven machine learning of rock mass classification using prior geological knowledge and TBM operational data

Chenhao Zhang, Yu Wang, Lei-jie Wu et al. · Tunnelling and Underground Space Technology · 2024 · 27 citations

Engineering, Mineral Exploration, Civil Engineering +11

A data driven real-time perception method of rock condition in TBM construction

Xu Li, Lei-jie Wu, Yujie Wang et al. · Canadian Geotechnical Journal · 2023 · 26 citations

Tunnel Boring Machine, Rock Testing, Rock Slide +26