Tai Thai

Machine learning-based prediction of CFST columns using gradient tree boosting algorithm

QV Vu, VH Truong, HT Thai

Journal article  |  2021  |  Composite Structures

Reliability considerations of modern design codes for CFST columns

HT Thai, S Thai, T Ngo, B Uy, WH Kang, SJ Hicks

Journal article  |  2021  |  Journal of Constructional Steel Research

Concrete filled steel tubular (CFST) columns have been increasingly used in tall buildings and bridges due to offering excellent s..

Efficient machine learning models for prediction of concrete strengths

H Nguyen, T Vu, TP Vo, HT Thai

Journal article  |  2021  |  Construction and Building Materials

A review on modular construction for high-rise buildings

Huu-Tai Thai, Tuan Ngo, Brian Uy

Journal article  |  2020  |  Structures

Modular construction is considered as a game-changing technology since it offers faster construction, safer manufacturing, better ..

Application of ANN to the design of CFST columns

Mohammadreza Zarringol, Huu-Tai Thai, Son Thai, Vipulkumar Patel

Journal article  |  2020  |  Structures

In this paper, artificial neural network (ANN) is used to predict the ultimate strength of rectangular and circular concrete-fille..

Behaviour and design calculations of rectangular CFST beam-columns with slender sections

Mohammadreza Zarringol, Huu-Tai Thai, Tuan Ngo, Vipulkumar Patel

Journal article  |  2020  |  Engineering Structures

In this paper, design calculations of Concrete-Filled Steel Tubular (CFST) columns with slender sections subjected to combined axi..

Evaluating Structural Response of Concrete-Filled Steel Tubular Columns through Machine Learning

MZ Naser, Son Thai, Huu-Tai Thai

Journal article  |  2020  |  Journal of Building Engineering

Concrete-filled steel tubular (CFST) columns are unique structural members that capitalize on the synergy between steel and concre..

Analysis and design of eccentrically compressed ultra-high-strength slender CFST circular columns

Dao Hoang Hiep Phan, Vipulkumar Ishvarbhai Patel, Haider Al Abadi, Huu-Tai Thai

Journal article  |  2020  |  Structures

There has been an increasing interest in the application of ultra-high-strength concrete considering the high strength and stiffne..

A robust method for safety evaluation of steel trusses using Gradient Tree Boosting algorithm

Viet-Hung Truong, Quang-Viet Vu, Huu-Tai Thai, Manh-Hung Ha

Journal article  |  2020  |  Advances in Engineering Software

In this study, an efficient method is proposed for the safety evaluation of steel trusses using the gradient tree boosting (GTB) a..

Uncertainty quantification of the mechanical properties of lightweight concrete using micromechanical modelling

T Nguyen, A Ghazlan, T Nguyen, HT Thai, T Ngo

Journal article  |  2020  |  International Journal of Mechanical Sciences

This paper presents a micromechanical modelling framework for analysing the effects of microstructural uncertainties on the mechan..