Modelling and Design of Magnesium and High Entropy Alloys Through Combining Statistical and Physical Models

Toda-Caraballo, Isaac and Rivera-Díaz-del-Castillo, Pedro E.J. (2015) Modelling and Design of Magnesium and High Entropy Alloys Through Combining Statistical and Physical Models. JOM, 67 (1). pp. 108-117. ISSN 1047-4838

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Abstract

Physical and statistical models are combined to describe and design magnesium and high entropy alloys. A principal component analysis is applied to merge material datasets, and it is shown that limits in properties can be envisaged. Extrapolation techniques can be employed to devise properties of non-existing alloys, such as specific heat capacity, melting point and Young’s modulus. These in turn can be input to physical models to predict, for example, yield strength and modulus of toughness. The tools described herein can readily be used for materials discovery, and are being implemented in the Accelerated Metallurgy project.

Item Type:
Journal Article
Journal or Publication Title:
JOM
Uncontrolled Keywords:
/dk/atira/pure/subjectarea/asjc/2200
Subjects:
ID Code:
125583
Deposited By:
Deposited On:
25 May 2018 13:38
Refereed?:
Yes
Published?:
Published
Last Modified:
26 Aug 2020 03:34