Intelligent Prediction of Maximum Ground Settlement Induced by EPB Shield Tunneling Using Automated Machine Learning Techniques

Predicting the maximum ground subsidence (Smax) in the construction of soil pressure balanced shield tunnel, particularly on soft foundation soils, is essential for safe operation and to minimize the possible risk of damage in urban areas. Although some research has been done, this issue has not bee...

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Auteurs principaux:	Syed Mujtaba Hussaine, Linlong Mu
Format:	Artigo
Langue:	Inglês
Publié:	MDPI AG 2022-12-01
Collection:	Mathematics
Sujets:	maximum surface settlement tunneling auto machine Learning feature selection shapley additive explanations (SHAP) analysis
Accès en ligne:	https://www.mdpi.com/2227-7390/10/24/4637
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