Stiffened concrete-filled steel tubes: A systematic review
The behavior of concrete filled steel tubular (CFST) elements with different types of stiffening
measures has been wildly investigated during the past two decades through experimental …
measures has been wildly investigated during the past two decades through experimental …
Prediction of axial load capacity of rectangular concrete-filled steel tube columns using machine learning techniques
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 …
rectangular concrete-filled steel tubular (CFST) columns based on soft computing …
Description of stress-strain curves for cold-formed steels
Cold-formed steels are generally characterized by a rounded stress-strain response with no
sharply defined yield point. It is shown herein that this material behaviour can be accurately …
sharply defined yield point. It is shown herein that this material behaviour can be accurately …
Evaluation of the ultimate eccentric load of rectangular CFSTs using advanced neural network modeling
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 …
ultimate compressive load of rectangular Concrete Filled Steel Tube (CFST) columns, taking …
Application of ANN in predicting ACC of SCFST column
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 …
compression capacity (ACC) of square concrete-filled steel tubular (SCFST) columns using …
The influence of the inner steel tube on the compression behaviour of the concrete filled double skin steel tube (CFDST) columns
T Ekmekyapar, HG Hasan - Marine Structures, 2019 - Elsevier
Abstract Concrete Filled Double Skin Steel Tube (CFDST) columns which comprise two
concentric steel tubes and shell concrete between them is a favourable member of …
concentric steel tubes and shell concrete between them is a favourable member of …
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 …
Regression (GPR) was developed to predict the axial load of square concrete-filled steel …
Application of machine learning models for designing CFCFST columns
In this study, two machine learning (ML) algorithms including support vector regression
(SVR) and artificial neural network (ANN) are employed to predict the ultimate strength of …
(SVR) and artificial neural network (ANN) are employed to predict the ultimate strength of …
A comprehensive and reliable investigation of axial capacity of Sy-CFST columns using machine learning-based models
The literature on predicting the load-carrying capacity of symmetrical concrete-filled steel
tube (Sy-CFST) columns using different machine learning methods has mainly focused on a …
tube (Sy-CFST) columns using different machine learning methods has mainly focused on a …
Development of user-friendly kernel-based Gaussian process regression model for prediction of load-bearing capacity of square concrete-filled steel tubular members
TT Le, MV Le - Materials and Structures, 2021 - Springer
Abstract A Machine Learning (ML) model based on Gaussian regression, using different
kernel functions, is introduced in this paper to assess the load-carrying capacity of square …
kernel functions, is introduced in this paper to assess the load-carrying capacity of square …