The construction and building sectors are currently responsible globally for a significant
share of the total energy consumption and energy-related carbon dioxide emissions. The …

This paper proposes a framework of deep belief network (DBN) for studying the structural
performance of cold-formed steel (CFS) channel sections with edge-stiffened/un-stiffened …

A novel machine learning model, eXtreme Gradient Boosting (XGBoost), was used for the
purpose of evaluating the moment capacity of cold-formed steel (CFS) channel beams with …

Cold-formed steel (CFS) channels with edge-stiffened web holes are widely used as flooring
joists and bearers in industrial buildings and their flanges are fastened in most cases. This …

This paper proposes a deep-learning framework, specifically, a Deep Belief Network (DBN),
for studying the web crippling performance of cold-formed stainless steel channel sections …

This paper presents a finite element analysis of cold-formed stainless steel channels with
circular web holes, subjected to end-one-flange loading condition. The material properties of …

This paper investigates the interior-one-flange web crippling strength of cold-formed steel
channels at elevated temperatures. The stress-strain curves of G250 and G450 grade cold …

Aluminium alloy has recently become popular in New Zealand's construction sector as a
sustainable building material. However, in roll-formed aluminium alloy (RFA) channel …

In this paper, a total of 254 results comprising 30 shear tests and 224 finite element (FE)
analysis results are reported. Simply supported test specimens of cold-formed steel (CFS) …

This paper presents a numerical study on structural behaviour of cold-formed stainless steel
channels with circular web holes, under interior-one-flange loading case. The material …