Tram Bui-Ngoc

Coupling isogeometric analysis with deep learning for stability evaluation of rectangular tunnels

Toan Nguyen-Minh, Tram Bui-Ngoc, Jim Shiau et al. · Tunnelling and Underground Space Technology · 2023 · 29 citations

Numerical Analysis, Engineering, Isogeometric Analysis +5

Undrained sinkhole stability of circular cavity: a comprehensive approach based on isogeometric analysis coupled with machine learning

Toan Nguyen-Minh, Tram Bui-Ngoc, Jim Shiau et al. · Acta Geotechnica · 2024 · 20 citations

Numerical Analysis, Engineering, Isogeometric Analysis +3

Predicting load–displacement of driven PHC pipe piles using stacking ensemble with Pareto optimization

Tram Bui-Ngoc, Tan Nguyen, Minh-The Nguyen-Quang et al. · Engineering Structures · 2024 · 19 citations

Geotechnical Engineering, Engineering, Soil-structure Interaction +3

Synergistic integration of isogeometric analysis and data-driven modeling for enhanced strip footing design on two-layered clays: Advancing geotechnical engineering practices

Toan Nguyen-Minh, Tram Bui-Ngoc, Jim Shiau et al. · Engineering Analysis with Boundary Elements · 2024 · 13 citations

Geotechnical Engineering, Synergistic Integration, Pavement Engineering +10

Sustainable foundation design: Hybrid TLBO-XGB model with confidence interval enhanced load–displacement prediction for PGPN piles

Tram Bui-Ngoc, Duy-Khuong Ly, Tan Nguyen et al. · Advanced Engineering Informatics · 2025 · 11 citations