Concepedia

Toan Nguyen-Minh

TN

Statistics

Publications

4

Citations

72

H-Index

4

Active since

2023

Affiliations

Ton Duc Thang University(Current)

University of Southern Queensland

Van Lang University

Toan Nguyen-Minh is an author at Ton Duc Thang University specializing in engineering, computational mechanics, and numerical analysis.

Top concepts

EngineeringNumerical AnalysisComputational MechanicsGeomechanicsDeep LearningCivil EngineeringMultiscale ModelingPavement EngineeringFoundation EngineeringGeotechnical Engineering

Publications per year

2023–2025

4

Publications

4

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

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

Optimized prediction of tunnel stability using advanced machine learning and an ANN-based analytical expression

Hung La, Toan Nguyen-Minh, Tan Nguyen · Tunnelling and Underground Space Technology · 2025 · 10 citations

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