Phase prediction for high-entropy alloys using generative adversarial network and active learning based on small datasets
Author:
Publisher
Springer Science and Business Media LLC
Subject
General Engineering,General Materials Science
Link
https://link.springer.com/content/pdf/10.1007/s11431-023-2399-2.pdf
Reference59 articles.
1. Yeh J W, Chen S K, Lin S J, et al. Nanostructured high-entropy alloys with multiple principal elements: Novel alloy design concepts and outcomes. Adv Eng Mater, 2004, 6: 299–303
2. Wang J, Li J, Wang Q, et al. The incredible excess entropy in high entropy alloys. Scripta Mater, 2019, 168: 19–22
3. Chen C, Ma L, Zhang Y, et al. Accelerating the design of high-entropy alloys with high hardness by machine learning based on particle swarm optimization. Intermetallics, 2023, 154: 107819
4. Guo X, Xie X, Ren J, et al. Plastic dynamics of the Al0.5CoCrCuFeNi high entropy alloy at cryogenic temperatures: Jerky flow, stair-like fluctuation, scaling behavior, and non-chaotic state. Appl Phys Lett, 2017, 111: 251905
5. Wu L, Wei G, Wang G, et al. Creating win-wins from strength-ductility trade-off in multi-principal element alloys by machine learning. Mater Today Commun, 2022, 32: 104010
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