理論計算によるホイスラー合金の包括的データベースを創出〜格子振動安定性や磁性を含む多面的な物性情報を公開〜

2025-09-18 物質・材料研究機構

物質・材料研究機構(NIMS)は、理論計算に基づきホイスラー合金の包括的データベースを構築した。高スループット計算により1万超の組成を網羅的に解析し、磁性・熱電・触媒特性など応用可能な材料群を抽出。既存データベースよりも精度・網羅性が高く、特に未報告の安定相候補を多数提示した。これにより新規機能性材料の探索効率が飛躍的に向上し、AIやデータ駆動型材料開発の基盤資源として活用が期待される。本成果はScientific Data誌に掲載。

理論計算によるホイスラー合金の包括的データベースを創出〜格子振動安定性や磁性を含む多面的な物性情報を公開〜
図: 理論計算によってフォノン安定性・電子状態・磁性・輸送特性を含む 大規模データベースを創出。

<関連情報>

フォノンを考慮したハイスル化合物の高スループット計算スクリーニングによる材料発見の効率化 High-throughput computational screening of Heusler compounds with phonon considerations for enhanced material discovery

Enda Xiao, Terumasa Tadano
Acta Materialia  Available online: 16 July 2025
DOI:https://doi.org/10.1016/j.actamat.2025.121312

Highlights

  • Screened all ternary Heuslers, excluding those containing Tc or Hg.
  • Applied advanced stability criteria, including phonon stability and magnetic critical temperature.
  • Identified 47 stable CFiMs; calculated spin polarization and anomalous Hall/Nernst conductivity.
  • Validated stability and predictions using 189 and 59 experimental data points, respectively.
  • Observed –magnetization linearity in 14 systems and stability–composition correlations.

Abstract

High-throughput (HTP) ab initio calculations are performed on 27,865 Heusler compositions, covering a broad range of regular, inverse, and half-Heusler compounds in both cubic and tetragonal phases. In addition to conventional stability metrics, such as formation energy, Hull distance, and magnetic critical temperatureTC , phonon stability is assessed by systematically conducting ab initio phonon calculations for over 8,000 compounds. The performance of ab initio stability criteria is systematically assessed against 189 experimentally synthesized compounds, and magnetic critical temperature calculations are validated using 59 experimental data points. As a result, we identify 631 stable compounds as promising candidates for further functional material exploration. Notably, 47 low-moment ferrimagnets are identified, with their spin polarization and anomalous Hall/Nernst conductivity calculated to provide insights into potential applications in spintronics and energy harvesting. Furthermore, our analyses reveal linear relationship between TC and magnetization in 14 systems and correlations between stability and atomic properties such as atomic radius and ionization energy. The regular/inverse structures preference in X2YZ compound and tetragonal distortion are also investigated for a broad Heusler family.

1701物理及び化学
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