Tai Thai

StructuresNet and FireNet: Benchmarking databases and machine learning algorithms in structural and fire engineering domains

MZ Naser, V Kodur, HT Thai, R Hawileh, J Abdalla, VV Degtyarev

Journal article  |  2021  |  Journal of Building Engineering

Machine learning (ML) continues to rise as an effective and affordable method of tackling engineering problems. Unlike other disci..

Optimised mix design and elastic modulus prediction of ultra-high strength concrete

Nguyen Tan-Trac, Thai Huu-Tai, Ngo Tuan

Journal article  |  2021  |  CONSTRUCTION AND BUILDING MATERIALS

The use of ultra-high strength concrete (UHSC) could significantly increase the load-carrying capacity of a structural member, and..

Application of machine learning models for designing CFCFST columns

M Zarringol, HT Thai, MZ Naser

Journal article  |  2021  |  Journal of Constructional Steel Research

In this study, two machine learning (ML) algorithms including support vector regression (SVR) and artificial neural network (ANN) ..

Behaviour and design of high strength CFST columns with slender sections

Tan-Trac Nguyen, Huu-Tai Thai, Tuan Ngo, Brian Uy, Dongxu Li

Journal article  |  2021  |  JOURNAL OF CONSTRUCTIONAL STEEL RESEARCH

The behaviour of high strength concrete-filled steel tube (CFST) columns with slender sections under concentric loading is experim..

Strength prediction of concrete-filled steel tubular columns using Categorical Gradient Boosting algorithm

Seunghye Lee, Thuc P Vo, Huu-Tai Thai, Jaehong Lee, Vipulkumar Patel

Journal article  |  2021  |  ENGINEERING STRUCTURES

Due to complexities from the interaction between steel tube and concrete filling of concrete-filled steel tubular (CFST) columns, ..

Nonlinear inelastic simulation of high-rise buildings with innovative composite coupling shear walls and CFST columns

Hau Tran, Huu-Tai Thai, Tuan Ngo, Brian Uy, Dongxu Li, Jun Mo

Journal article  |  2021  |  STRUCTURAL DESIGN OF TALL AND SPECIAL BUILDINGS

This paper investigates the behavior of high-rise composite buildings with composite shear walls and concrete-filled steel tubular..

Progressive collapse and robustness of modular high-rise buildings

Huu-Tai Thai, Quang Vu Ho, Wenqian Li, Tuan Ngo

Journal article  |  2021  |  STRUCTURE AND INFRASTRUCTURE ENGINEERING

Contrary to conventional buildings, the structural robustness of modular high-rise buildings has not been studied due to the lack ..

A review of the behaviour and design of steel?concrete composite shear walls

Jun Mo, Brian Uy, Dongxu Li, Huu-Tai Thai, Hau Tran

Journal article  |  2021  |  STRUCTURES

Concrete filled composite shear wall (CFCSW) can provide many benefits by taking advantages of two components. This paper reviews ..

Simulation of uniaxially compressed square ultra-high-strength concrete-filled steel tubular slender beam-columns

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

Journal article  |  2021  |  ENGINEERING STRUCTURES

The application of ultra-high-strength concrete in a concrete-filled steel tubular (CFST) column is an emerging topic recognizing ..

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

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

Journal article  |  2021  |  COMPOSITE STRUCTURES

Among recent artificial intelligence techniques, machine learning (ML) has gained significant attention during the past decade as ..