Prediction of shear capacity of steel channel sections using machine learning algorithms

This study presents the application of popular machine learning algorithms in prediction of the shear resistance of steel channel sections using experimental and numerical data. Datasets of 108 results of stainless steel lipped channel sections and 238 results of carbon steel LiteSteel sections were...

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Bibliographic Details

Published in:	Thin-walled structures Vol. 175; p. 109152
Main Authors:	Dissanayake, Madhushan, Nguyen, Hoang, Poologanathan, Keerthan, Perampalam, Gatheeshgar, Upasiri, Irindu, Rajanayagam, Heshachanaa, Suntharalingam, Thadshajini
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.06.2022
Subjects:	Channel sections Design rules Machine learning Shear capacity Shear capacity Channel sections Design rules Machine learning
ISSN:	0263-8231, 1879-3223
Online Access:	Get full text
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