Recent advances in computational design of structural multi-principal element alloys Article Swipe
Abu Anand
,
Szu-Jia Liu
,
Chandra Veer Singh
·
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1016/j.isci.2023.107751
YOU?
·
· 2023
· Open Access
·
· DOI: https://doi.org/10.1016/j.isci.2023.107751
Multi-principal element alloys (MPEAs) have gained extensive interest for structural applications owing to their excellent strength, fracture toughness, wear resistance, creep resistance, and fatigue resistance. In this review, recent progress in the computational design of MPEAs for structural applications is outlined. This includes the scientific advancements achieved through computational methods in the field of structural MPEAs, how new methodologies have emerged due to the needs of complex alloy systems, and adaptations to the existing tools to address emerging problems in the field. We discuss advances in atomistic simulation methods, including structure generation algorithms, element-resolved local lattice distortion, chemical short-range order, local slip resistance, and radiation tolerance, along with experimental comparisons. A detailed discussion on interatomic potentials is included, with a focus on various machine learning-based fitting methods. The application of data science and machine learning for identifying and discovering MPEAs with desirable mechanical performance is summarized and presented.
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- Type
- review
- Language
- en
- Landing Page
- https://doi.org/10.1016/j.isci.2023.107751
- OA Status
- gold
- Cited By
- 8
- References
- 115
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- OpenAlex ID
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All OpenAlex metadata
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https://openalex.org/W4386210301Canonical identifier for this work in OpenAlex
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https://doi.org/10.1016/j.isci.2023.107751Digital Object Identifier
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Recent advances in computational design of structural multi-principal element alloysWork title
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reviewOpenAlex work type
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enPrimary language
- Publication year
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2023Year of publication
- Publication date
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2023-08-28Full publication date if available
- Authors
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Abu Anand, Szu-Jia Liu, Chandra Veer SinghList of authors in order
- Landing page
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https://doi.org/10.1016/j.isci.2023.107751Publisher landing page
- Open access
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YesWhether a free full text is available
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goldOpen access status per OpenAlex
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https://doi.org/10.1016/j.isci.2023.107751Direct OA link when available
- Concepts
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Computer science, Field (mathematics), Toughness, Materials science, Metallurgy, Pure mathematics, MathematicsTop concepts (fields/topics) attached by OpenAlex
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8Total citation count in OpenAlex
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2025: 6, 2024: 2Per-year citation counts (last 5 years)
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115Number of works referenced by this work
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10Other works algorithmically related by OpenAlex
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