Analysis of post-ground settlement induced during twin tunnelling in silty sand

KKPM Kannangara, LJ Su, WH Zhou - Tunnelling and Underground Space …, 2024 - Elsevier
As metro lines continue to expand rapidly in urban areas, the excavation of twin tunnels in
shallow depths using shield tunnelling methods has become widespread. By analysing field …

Prediction method of longitudinal surface settlement caused by double shield tunnelling based on deep learning

W Shang, Y Li, H Wei, Y Qiu, C Chen, X Gao - Scientific Reports, 2024 - nature.com
The deep learning method faces the challenges of small sample data and high dimensional
shield operational parameters in predicting the longitudinal surface settlement caused by …

Intelligent prediction model of tunnelling-induced building deformation based on genetic programming and its application

J Xu, C Wang, Z Cheng, T Xu, D Zhang, Z Li - Journal of Central South …, 2024 - Springer
This paper aims to explore the ability of genetic programming (GP) to achieve the intelligent
prediction of tunnelling-induced building deformation considering the multifactor impact. A …