Predictions of deep excavation responses considering model uncertainty: Integrating BiLSTM neural networks with Bayesian updating Y Tao, H Sun, Y Cai International Journal of Geomechanics 22 (1), 04021250, 2022 | 39 | 2022 |
Bayesian inference of spatially varying parameters in soil constitutive models by using deformation observation data Y Tao, H Sun, Y Cai International Journal for Numerical and Analytical Methods in Geomechanics …, 2021 | 34 | 2021 |
Predicting soil settlement with quantified uncertainties by using ensemble Kalman filtering Y Tao, H Sun, Y Cai Engineering Geology 276, 105753, 2020 | 31 | 2020 |
Multi-objective optimization-based prediction of excavation-induced tunnel displacement Y Tao, W He, H Sun, Y Cai, J Chen Underground Space 7 (5), 735-747, 2022 | 26 | 2022 |
Hierarchical Bayesian model for predicting small-strain stiffness of sand Y Tao, KK Phoon, H Sun, Y Cai Canadian Geotechnical Journal, 2023 | 24 | 2023 |
Variance reduction function for a potential inclined slip line in a spatially variable soil Y Tao, KK Phoon, H Sun, J Ching Structural Safety 106, 102395, 2024 | 15 | 2024 |
A spatiotemporal deep learning method for excavation-induced wall deflections Y Tao, S Zeng, H Sun, Y Cai, J Zhang, X Pan Journal of Rock Mechanics and Geotechnical Engineering, 2024 | 10 | 2024 |
Soil and rock parametric uncertainties KK Phoon, J Ching, Y Tao Uncertainty, Modeling, and Decision Making in Geotechnics, 39-116, 2024 | 10 | 2024 |
A deep transfer learning model for the deformation of braced excavations with limited monitoring data Y Tao, S Zeng, T Ying, H Sun, S Pan, Y Cai Journal of Rock Mechanics and Geotechnical Engineering, 2024 | 5 | 2024 |
Hierarchical Bayesian modelling of quasi-region-specific soil porosity M Wang, S Pan, Y Tao, H Sun, X Li Ocean Engineering 266, 113052, 2022 | 5 | 2022 |
Dynamic Multi-Objective Optimization Inverse Prediction of Excavation-Induced Tunnel Displacement HE Wei, SUN Honglei, TAO Yuanqin, CAI Yuanqiang Journal of Shanghai Jiaotong University 56 (12), 1688, 2022 | 2 | 2022 |
Bayesian back analysis considering constraints TAO Yuan-qin, SUN Hong-lei, CAI Yuan-qiang Chinese Journal of Geotechnical Engineering 43 (10), 1878-1886, 2021 | 2 | 2021 |
Variability in Geostructural Performance Predictions C Tang, KK Phoon, J Yuan, Y Tao, H Sun ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2025 | 1 | 2025 |
A comparison between EnKF and MCMC-based Bayesian updating for consolidation settlement prediction Y Tao, M Yu, H Sun International Symposium for Geotechnical Safety & Risk, 897-902, 2022 | 1 | 2022 |