Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning
- ジャーナル論文
- 著者
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Yuma Iwasaki (author) (この著者で検索)
- キーワード
- Machine learning, Autonomous, Curie temperature, ab initio
- 刊行年月日
- 2024-12-31
- 更新時刻
- 2024-10-04 08:30:28 +0900
Accurate screening of functional materials with machine-learning potential and transfer-learned regressions: Heusler alloy benchmark
- ジャーナル論文
- 著者
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Enda Xiao (author) (この著者で検索)
https://orcid.org/0000-0002-4372-1575
(unauthenticated)
;
Terumasa Tadano (author) (この著者で検索)
- キーワード
- Heusler alloys, Machine-learning potential, Transfer learning, First-principles calculation, Curie temperature, Magnetic anisotropy energy
- 刊行年月日
- 2026-02-19
- 更新時刻
- 2026-03-30 13:06:06 +0900
High-throughput computational screening of Heusler compounds with phonon considerations for enhanced material discovery
- ジャーナル論文
- 著者
-
Enda Xiao (author) (この著者で検索)
https://orcid.org/0000-0002-4372-1575
(unauthenticated)
;
Terumasa Tadano (author) (この著者で検索)
- キーワード
- Heusler alloys, High-throughput calculations, Phonon stability, Curie temperature, Compensated ferrimagnet
- 刊行年月日
- 2025-07-16
- 更新時刻
- 2025-09-11 12:30:19 +0900
Automatic exhaustive calculations of large material space by Korringa-Kohn-Rostoker coherent potential approximation method — Applied to equiatomic quaternary high entropy alloys
- ジャーナル論文
- 著者
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;T. Fukushima (author) (この著者で検索);H. Akai (author) (この著者で検索)T. Chikyow (author) (この著者で検索)
;
H. Kino (author) (この著者で検索)National Institute for Materials Science
- キーワード
- AkaiKKR, Curie temperature, magnetization, quaternary high entropy alloys, law aquisition, residual resistivity, Automatic exhaustive exploration
- 刊行年月日
- 2022-02-17
- 更新時刻
- 2024-01-05 22:13:35 +0900