Topological Optimization of Artificial Neural Networks to Estimate Mechanical Properties in Metal Forming Using Machine Learning

Topological Optimization of Artificial Neural Networks to Estimate Mechanical Properties in Metal Forming Using Machine Learning

The ability of a metal to be subjected to forming processes depends mainly on its plastic behavior and, thus, the mechanical properties belonging to this region of the stress–strain curve. Forming techniques are among the most widespread metalworking procedures in manufacturing, and aluminum alloys...

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Bibliographic Details
Main Authors: David Merayo, Alvaro Rodríguez-Prieto, Ana María Camacho
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Metals
Subjects:
aluminum alloy
artificial neural network
mechanical property
<i>UTS</i>
machine learning
topological optimization
Online Access:https://www.mdpi.com/2075-4701/11/8/1289

Internet

https://www.mdpi.com/2075-4701/11/8/1289

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