Deep learning-based prediction of steady surface settlement due to shield tunnelling

Predicting earth pressure balance (EPB) shield tunneling-induced ground settlement in compound strata using random forest

(2022) Xianzhang Ling et al.   Transportation Geotechnics

Comparison of machine learning methods for ground settlement prediction with different tunneling datasets

(2021) Libin Tang et al.   Journal of Rock Mechanics and Geotechnical Engineering

Hybrid meta-heuristic and machine learning algorithms for tunneling-induced settlement prediction: A comparative study

(2020) Pin Zhang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Reinforcement learning based optimizer for improvement of predicting tunneling-induced ground responses

(2020) Pin Zhang et al.   ADVANCED ENGINEERING INFORMATICS

Forecasting maximum surface settlement caused by urban tunneling

(2020) Arsalan Mahmoodzadeh et al.   AUTOMATION IN CONSTRUCTION

A critical evaluation of machine learning and deep learning in shield-ground interaction prediction

(2020) Pin Zhang et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Prediction of maximum surface settlement caused by earth pressure balance (EPB) shield tunneling with ANN methods

(2019) Ren-Peng Chen et al.   SOILS AND FOUNDATIONS

Prediction of geological conditions for a tunnel boring machine using big operational data

(2019) Qianli Zhang et al.   AUTOMATION IN CONSTRUCTION

Modeling the relationship between ground surface settlements induced by shield tunneling and the operational and geological parameters based on the hybrid PCA/ANFIS method

(2017) D. Bouayad et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Feasibility of PSO-ANN model for predicting surface settlement caused by tunneling

(2016) Mahdi Hasanipanah et al.   ENGINEERING WITH COMPUTERS

Volume loss in shallow tunnelling

(2016) Minh Ngan Vu et al.   TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

Estimation of tunnelling-induced settlement by modern intelligent methods

(2015) Kaveh Ahangari et al.   SOILS AND FOUNDATIONS

Modeling tunneling-induced ground surface settlement development using a wavelet smooth relevance vector machine

(2013) Fan Wang et al.   COMPUTERS AND GEOTECHNICS