Concepedia

Accelerated discovery and formation mechanism of high-entropy carbide ceramics using machine learning based on low-cost descriptors

Wenjian Guo, Lingyu Wang, Li’an Zhu, Yicong Ye, Zhouran Zhang, Bin Yang, Shifeng Zhang, Shuxin Bai

Journal of Alloys and Compounds · 2024 · 16 citations · 63 references

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References

63

Solid‐Solution Phase Formation Rules for Multi‐component Alloys

Yong Zhang, Yuefei Zhou, Jianwei Lin et al. · Advanced Engineering Materials · 2008 · 3.4K citations

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Entropy-stabilized oxides

Christina M. Rost, Edward Sachet, Trent Borman et al. · Nature Communications · 2015 · 3.3K citations · Full text

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Recent advances and applications of machine learning in solid-state materials science

Jonathan Schmidt, Mário R. G. Marques, Silvana Botti et al. · npj Computational Materials · 2019 · 2.4K citations · Full text

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High-entropy ceramics: Present status, challenges, and a look forward

Huimin Xiang, Yan Xing, Fu‐Zhi Dai et al. · Journal of Advanced Ceramics · 2021 · 1.1K citations · Full text

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High-entropy high-hardness metal carbides discovered by entropy descriptors

Pranab Sarker, Tyler Harrington, Cormac Toher et al. · Nature Communications · 2018 · 1K citations · Full text

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