Open access
Jul 2026
Prediction and Generalization Capability of Machine Learning Models for Shield TBM-Induced Settlement
Ground settlement induced by shield tunnel boring machine (TBM) excavation is a major geotechnical concern in urban tunneling because it may affect the safety of adjacent structures and underground infrastructure. In this study, machine learning models were developed to predict the maximum settlement induced by shield...
Ji-seok Yun, Wan-kyu Yoo, Gi-Jun Lee et al.
· Applied Sciences · 0 citations