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Prediction of shield tunneling-induced ground settlement using machine learning techniques

Ren-peng Chen, Pin Zhang, Huai-na Wu, Zhi-Teng Wang, Zhi-Quan Zhong

2019.9.7Frontiers of Structural and Civil Engineering

DOI: 10.1007/s11709-019-0561-3

tlooto Summary

The results indicated that ML algorithms have great potential to predict tunneling-induced settlement, compared with the traditional multivariate linear regression method.

Abstract

Abstract is not available.

Citation format

CHEN, Ren-peng, et al. Prediction of shield tunneling-induced ground settlement using machine learning techniques. Frontiers of Structural and Civil Engineering, 2019, 13: 1363–1378.