A review of research on high-strength steel structures

H Ban, G Shi - Proceedings of the Institution of Civil Engineers …, 2018 - icevirtuallibrary.com
Structures made using high-strength steel (HSS) offer numerous benefits in terms of
mechanical performance, economy and sustainability. With such structures increasingly …

Prediction of axial load capacity of rectangular concrete-filled steel tube columns using machine learning techniques

TT Le, PG Asteris, ME Lemonis - Engineering with Computers, 2022 - Springer
This work aims to develop a novel and practical equation for predicting the axial load of
rectangular concrete-filled steel tubular (CFST) columns based on soft computing …

Evaluation of the ultimate eccentric load of rectangular CFSTs using advanced neural network modeling

PG Asteris, ME Lemonis, TT Le, KD Tsavdaridis - Engineering Structures, 2021 - Elsevier
In this paper an Artificial Neural Network (ANN) model is developed for the prediction of the
ultimate compressive load of rectangular Concrete Filled Steel Tube (CFST) columns, taking …

Design of concrete filled tubular beam-columns with high strength steel and concrete

JYR Liew, M Xiong, D Xiong - Structures, 2016 - Elsevier
Concrete filled steel tubular column comprising a hollow steel tube infilled with concrete has
been used widely in high rise buildings. Although modern design codes provide guides on …

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

S Lee, TP Vo, HT Thai, J Lee, V Patel - Engineering Structures, 2021 - Elsevier
Due to complexities from the interaction between steel tube and concrete filling of concrete-
filled steel tubular (CFST) columns, their strengths are very complicated, which is a highly …

Application of ANN in predicting ACC of SCFST column

VL Tran, DK Thai, SE Kim - Composite Structures, 2019 - Elsevier
The main objective of this paper is to derive a new empirical formula for predicting the axial
compression capacity (ACC) of square concrete-filled steel tubular (SCFST) columns using …

Concrete-filled steel tubular columns: Test database, design and calibration

S Thai, HT Thai, B Uy, T Ngo - Journal of Constructional Steel Research, 2019 - Elsevier
Concrete-filled steel tubular (CFST) columns are adopted in many structural applications,
especially for tall buildings, bridges and large infrastructure due to their substantial structural …

Machine learning (ML) based models for predicting the ultimate strength of rectangular concrete-filled steel tube (CFST) columns under eccentric loading

C Wang, TM Chan - Engineering Structures, 2023 - Elsevier
Concrete-filled steel tubes (CFSTs) are popularly used in structural applications. The
accurate prediction of their ultimate strength is a key for the safety of the structure. Extensive …

Practical machine learning-based prediction model for axial capacity of square CFST columns

TT Le - Mechanics of Advanced Materials and Structures, 2022 - Taylor & Francis
In this paper, a surrogate Machine-Learning (ML) model based on Gaussian Process
Regression (GPR) was developed to predict the axial load of square concrete-filled steel …

Numerical modelling of concrete-filled steel box columns incorporating high strength materials

HT Thai, B Uy, M Khan, Z Tao, F Mashiri - Journal of Constructional Steel …, 2014 - Elsevier
In this paper, an accurate finite element model which accounts for the effects of initial local
imperfections and residual stresses is developed for the nonlinear analysis of high strength …