On Least Squares Support Vector Regression for Predicting Mechanical Properties of Steel Rebars

On Least Squares Support Vector Regression for Predicting Mechanical Properties of Steel Rebars

Aiming at ensuring the quality of the product and reducing the cost of steel manufacturing, an increasing number of studies have been developing nonlinear regression models for the prediction of the mechanical properties of steel rebars using machine learning techniques. Bearing this in mind, we rev...

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Bibliographic Details
Main Authors: Renan Bessa, Guilherme Alencar Barreto, David Nascimento Coelho, Elineudo Pinho de Moura, Raphaella Hermont Fonseca Murta
Format: Article
Language:English
Published: MDPI AG 2024-06-01
Series:Metals
Subjects:
mechanical property estimation
yield strength
ultimate tensile strength
UTS/YS ratio
percent elongation
Least Squares Support Vector Regression
Online Access:https://www.mdpi.com/2075-4701/14/6/695

Internet

https://www.mdpi.com/2075-4701/14/6/695

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