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- XIAO.Enda@nims.go.jp
- Address
- 305-0047 茨城県つくば市千現1-2-1 [アクセス]
[論文] | [書籍] | [会議録] | [口頭発表] | [その他の文献] | [公開特許出願]
論文 TSV
2026
- Enda Xiao, Terumasa Tadano. Accurate screening of functional materials with machine-learning potential and transfer-learned regressions: Heusler alloy benchmark. npj Computational Materials. 12 [1] (2026) 133 10.1038/s41524-026-02013-0 Open Access
- Xin Tang, Yoshio Miura, Noriki Terada, Enda Xiao, Shintaro Kobayashi, Allan Döring, Terumasa Tadano, Andres Martin‐Cid, Takuo Ohkochi, Shogo Kawaguchi, Yoshitaka Matsushita, Tadakatsu Ohkubo, Tetsuya Nakamura, Konstantin Skokov, Oliver Gutfleisch, Kazuhiro Hono, Hossein Sepehri‐Amin. Control of Covalent Bond Enables Efficient Magnetic Cooling. Advanced Materials. 38 [7] (2026) e14295 10.1002/adma.202514295 Open Access
2025
- Enda Xiao, Terumasa Tadano. High-throughput computational screening of Heusler compounds with phonon considerations for enhanced material discovery. Acta Materialia. 297 (2025) 121312 10.1016/j.actamat.2025.121312 Open Access
書籍 TSV
会議録 TSV
口頭発表 TSV
2026
- 只野 央将, シャオ エンダ. 汎用機械学習原子間ポテンシャルからの転移学習による物性予測. 日本金属学会2026年春期(第178回)講演大会. 2026
2025
- TADANO, Terumasa, XIAO, Enda. Stable and functional Heusler alloys: A high-throughput first-principles exploration. Materials Research Meeting 2025 (MRM 2025). 2025
- XIAO, Enda, TADANO, Terumasa. Stable and Functional Heusler Alloys: A Machine Learning- Assisted High-Throughput First-Principles Exploration. Materials Research Meeting 2025 (MRM 2025). 2025
- XIAO, Enda, TADANO, Terumasa. Accurate Screening of Functional Materials with Machine-Learning Potential and Transfer-Learned Regressions: Heusler Alloy Benchmark. The 26th Asian Workshop on First-Principles Electronic Structure Calculations (ASIAN-26). 2025
- 只野 央将, シャオ エンダ. ハイスループット第一原理計算と機械学習による機能性ホイスラー合金の探索. 日本物理学会 第80回年次大会 (2025年). 2025
- XIAO, Enda, TADANO, Terumasa. Accurate Screening of Functional Materials with Machine-Learning Potential and Transfer-Learned Regressions: Heusler Alloy Benchmark. The 86th JSAP Autumn Meeting (第86回応用物理学会秋季学術講演会). 2025
- TADANO, Terumasa, XIAO, Enda. Phonon-phonon scattering and thermal transport in Heusler alloys: A first-principles high-throughput investigation. ICT/ACT2025 (41st International and 7th Asian Conference on Thermoelectrics 2025). 2025
- XIAO, Enda, TADANO, Terumasa. Comprehensive ab initio Stability Analysis of Heusler Compounds with Phonon Considerations for Enhanced Material Discovery. The 7th International Conference of Asian Union of Magnetics Societies (IcAUMS2025). 2025
- 只野 央将, シャオ エンダ. ハイスループット第一原理計算による機能性ホイスラー合金の探索. 物性研究所スパコン共同利用・CCMS合同研究会「機械学習と計算物性科学の未来」. 2025
2024
- 只野 央将, シャオ エンダ. ハイスループット第一原理計算によるホイスラー合金の物性マップ構築. 日本金属学会2024年秋期(第175回)講演大会. 2024
- XIAO, Enda, TADANO, Terumasa. Development of machine learning models for efficient exploration of functional Heusler compounds. 日本金属学会2024年秋期(第175回)講演大会. 2024