China Tunnel Technology: Advance prediction of collapse for TBM tunneling using deep learning method

Dong Guo
School of Civil and Environmental Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China

Jinhui Li
School of Civil and Environmental Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China

Xu Li
School of Civil Engineering, Beijing Jiaotong University, Beijing, China

Zhaofeng Li
School of Civil and Environmental Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China

Pengxi Li
School of Civil and Environmental Engineering, Harbin Institute of Technology (Shenzhen), Shenzhen, China

Zuyu Chen
China Institute of Water Resources and Hydropower Research, Beijing, China

Received 14 January 2021, Revised 9 December 2021, Accepted 31 January 2022, Available online 8 February 2022.

https://www.sciencedirect.com/science/article/abs/pii/S0013795222000412