Coupling isogeometric analysis with deep learning for stability evaluation of rectangular tunnels T Nguyen-Minh, T Bui-Ngoc, J Shiau, T Nguyen, T Nguyen-Thoi Tunnelling and Underground Space Technology 140, 105330, 2023 | 5 | 2023 |
Undrained sinkhole stability of circular cavity: A comprehensive approach based on isogeometric analysis coupled with machine learning T Nguyen-Minh, T Bui-Ngoc, J Shiau, T Nguyen, T Nguyen-Thoi Acta Geotechnica, 1-23, 2024 | 3 | 2024 |
Predicting load–displacement of driven PHC pipe piles using stacking ensemble with Pareto optimization T Bui-Ngoc, T Nguyen, MT Nguyen-Quang, J Shiau Engineering Structures 316, 118574, 2024 | 1 | 2024 |
A deep neural network based surrogate model for damage identification in full-scale structures with incomplete noisy measurements T Bui-Ngoc, DK Ly, TT Truong, C Thongchom, T Nguyen-Thoi Frontiers of Structural and Civil Engineering, 1-18, 2024 | 1 | 2024 |
Synergistic integration of isogeometric analysis and data-driven modeling for enhanced strip footing design on two-layered clays: Advancing geotechnical engineering practices T Nguyen-Minh, T Bui-Ngoc, J Shiau, T Nguyen, T Nguyen-Thoi Engineering Analysis with Boundary Elements 167, 105880, 2024 | | 2024 |