Quantitative Relationship Analysis of Mechanical Properties with Mg Content and Heat Treatment Parameters in Al–7Si Alloys Using Artificial Neural Network

Quantitative Relationship Analysis of Mechanical Properties with Mg Content and Heat Treatment Parameters in Al–7Si Alloys Using Artificial Neural Network

In this paper, an artificial neural network (ANN) model with high accuracy and good generalization ability was developed to predict and optimize the mechanical properties of Al–7Si alloys. The quantitative correlation formulas of the mechanical properties with Mg content and heat treatment...

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Bibliographic Details
Main Authors: Xiaoyan Wu, Huarui Zhang, Haiyang Cui, Zhen Ma, Wei Song, Weimin Yang, Lina Jia, Hu Zhang
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Materials
Subjects:
artificial neural network
Mg content
heat treatment parameter
mechanical property
quantitative relationship
Online Access:http://www.mdpi.com/1996-1944/12/5/718

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http://www.mdpi.com/1996-1944/12/5/718

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