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Data-driven study of dilute aluminum alloys

The development of new high-tech aluminum alloys is an important and actual task. Modern theoretical methods make it possible to obtain data on the material’s properties, allowing to determine the search area for optimal alloying elements or their combinations for specific applications. Using the PA...

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Bibliographic Details
Published in:Journal of materials research 2023-08, Vol.38 (16), p.3850-3860
Main Authors: Smirnova, E. A., Karavaev, K. V., Ponomareva, A. V.
Format: Article
Language:English
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Summary:The development of new high-tech aluminum alloys is an important and actual task. Modern theoretical methods make it possible to obtain data on the material’s properties, allowing to determine the search area for optimal alloying elements or their combinations for specific applications. Using the PAW method, we systematically studied the properties of binary dilute aluminum alloys with 58 alloying components with an impurity concentration of 1 at.%. For each alloy, lattice parameter a, bulk modulus B, elastic constants C 11 , C 12 , C 44 , Young's modulus E, and shear modulus G were calculated. Ductility characteristics were analyzed using the G/B ratio and the Cauchy pressure P C . Good agreement between the obtained results and experimental data is shown. The influence of alloying components on the mechanical properties of alloys has been evaluated. For a deeper understanding of the discovered dependencies, charge density change analysis of aluminum alloys was carried out. Graphical abstract
ISSN:0884-2914
2044-5326
DOI:10.1557/s43578-023-01102-w