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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Veröffentlicht in:	Thin-walled structures Jg. 175; S. 109152
Hauptverfasser:	Dissanayake, Madhushan, Nguyen, Hoang, Poologanathan, Keerthan, Perampalam, Gatheeshgar, Upasiri, Irindu, Rajanayagam, Heshachanaa, Suntharalingam, Thadshajini
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Ltd 01.06.2022
Schlagworte:	Channel sections Design rules Machine learning Shear capacity Shear capacity Channel sections Design rules Machine learning
ISSN:	0263-8231, 1879-3223
Online-Zugang:	Volltext
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