Computer Alloy Design of Ti Modified Al-Si-Mg-Sr Casting Alloys for Achieving Simultaneous Enhancement in Strength and Ductility

Computer Alloy Design of Ti Modified Al-Si-Mg-Sr Casting Alloys for Achieving Simultaneous Enhancement in Strength and Ductility

In this paper, an efficient design of a Ti-modified Al-Si-Mg-Sr casting alloy with simultaneously enhanced strength and ductility was achieved by integrating computational thermodynamics, machine learning, and key experiments within the Bayesian optimization framework. Firstly, a self-consistent Al-...

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Bibliographic Details
Main Authors: Shaoji Zhang, Wang Yi, Jing Zhong, Jianbao Gao, Zhao Lu, Lijun Zhang
Format: Article
Language:English
Published: MDPI AG 2022-12-01
Series:Materials
Subjects:
casting aluminum alloy
alloy design
CALPHAD
machine learning
Ti modification
Online Access:https://www.mdpi.com/1996-1944/16/1/306

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https://www.mdpi.com/1996-1944/16/1/306

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