Yongqin Li

Prediction of undrained shear strength using extreme gradient boosting and random forest based on Bayesian optimization

Wengang Zhang, Chongzhi Wu, Haiyi Zhong et al. · Geoscience Frontiers · 2020 · 801 citations · Full text

Undrained Shear Strength, Hyperparameter Estimation, Engineering +15

Application of deep learning algorithms in geotechnical engineering: a short critical review

Wengang Zhang, Hongrui Li, Yongqin Li et al. · Artificial Intelligence Review · 2021 · 475 citations

Geotechnical Engineering, Convolutional Neural Network, Deep Neural Networks +7

Assessment of pile drivability using random forest regression and multivariate adaptive regression splines

Wengang Zhang, Chongzhi Wu, Yongqin Li et al. · Georisk Assessment and Management of Risk for Engineered Systems and Geohazards · 2019 · 189 citations

Engineering, Random Forest Regression, Deterioration Modeling +18

Prediction of lining response for twin tunnels constructed in anisotropic clay using machine learning techniques

Wengang Zhang, Yongqin Li, Chongzhi Wu et al. · Underground Space · 2020 · 99 citations · Full text

Numerical study of the performance of jet grout piles for braced excavations in soft clay

Wengang Zhang, Yongqin Li, Anthony T.C. Goh et al. · Computers and Geotechnics · 2020 · 72 citations

Geotechnical Engineering, Soft Clay, Numerical Study +9