18 records found.
High-throughput materials exploration system for the anomalous Hall effect using combinatorial experiments and machine learning
- Journal article
- Creator
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Ryo Toyama (author) (Search by this author)
;
Yuma Iwasaki (author) (Search by this author)
;
Prabhanjan D. Kulkarni (author) (Search by this author)
;
Hirofumi Suto (author) (Search by this author)
;
Tomoya Nakatani (author) (Search by this author)
;
Yuya Sakuraba (author) (Search by this author)
- Keyword
- Machine learning, High-throughput, Combinatorial, Anomalous Hall effect
- Date published
- 2025-09-03
- Updated at
- 2025-12-26 13:11:05 +0900
Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect
- Journal article
- Creator
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Ryo Toyama (author) (Search by this author)
;
Ryo Tamura (author) (Search by this author)
;
Shoichi Matsuda (author) (Search by this author)
;
Yuma Iwasaki (author) (Search by this author)
;
Yuya Sakuraba (author) (Search by this author)
- Keyword
- Machine learning, Autonomous, Combinatorial, Anomalous Hall effect
- Date published
- 2025-11-19
- Updated at
- 2025-12-25 17:32:06 +0900
Networking autonomous material exploration systems through transfer learning
- Journal article
- Creator
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;Naoki Yoshida (author) (Search by this author);Yutaro Iwabuchi (author) (Search by this author);Yasuhiko Igarashi (author) (Search by this author)Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
- Keyword
- machine learning
- Date published
- 2025-12-09
- Updated at
- 2025-12-13 08:30:26 +0900
マテリアル×機械学習×ロボット 進化するマテリアルズ・インフォマティクス
- Journal article
- Creator
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岩崎 悠真 (author) (Search by this author)National Institute for Materials Science
- Keyword
- ロボット, マテリアル, 機械学習
- Date published
- Updated at
- 2026-02-01 12:30:17 +0900
Efficient discovery of large magnetic anisotropy with thermodynamically stable materials via multi-objective Bayesian optimization
- Journal article
- Creator
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;Kohei Nakamura (author) (Search by this author);Daigo Furuya (author) (Search by this author)Yoshio Miura (author) (Search by this author)National Institute for Materials Science
;
;Takahiro Yamazaki (author) (Search by this author);Alexandre Lira Foggiatto (author) (Search by this author)Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Masato Kotsugi (author) (Search by this author)
- Keyword
- materials informatics
- Date published
- 2025-12-31
- Updated at
- 2025-12-12 08:30:29 +0900
Uncovering the origin of magnetic moment enhancement in Fe–Co–Ir alloys via high-throughput XMCD
- Journal article
- Creator
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;Takahiro Yamazaki (author) (Search by this author);Takahiro Kawasaki (author) (Search by this author);Alexandre Lira Foggiatto (author) (Search by this author)Ryo Toyama (author) (Search by this author)National Institute for Materials Science
;
;Kentaro Fuku (author) (Search by this author);Varun Kumar Kushwaha (author) (Search by this author)National Institute for Materials Science;Yoshinori Kotani (author) (Search by this author);Takuo Ohkochi (author) (Search by this author);Kotaro Higashi (author) (Search by this author);Naomi Kawamura (author) (Search by this author)Yuya Sakuraba (author) (Search by this author)National Institute for Materials Science
;
Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Masato Kotsugi (author) (Search by this author)
- Keyword
- XMCD
- Date published
- 2025-03-12
- Updated at
- 2025-12-13 08:30:21 +0900
自律材料探索による磁性材料開発
- Journal article
- Creator
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岩崎 悠真 (author) (Search by this author)National Institute for Materials Science
- Keyword
- Machine learning, Materials Informatics
- Date published
- 2025-06-10
- Updated at
- 2025-12-12 08:30:25 +0900
High-throughput evaluation of half-metallicity of Co 2 MnSi Heusler alloys using composition-spread films and spin-integrated hard X-ray photoelectron spectroscopy
- Journal article
- Creator
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Ryo Toyama (author) (Search by this author)National Institute for Materials Science
;
Shunsuke Tsuda (author) (Search by this author)National Institute for Materials Science
;
Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Thang Dinh Phan (author) (Search by this author)National Institute for Materials Science
;
;Susumu Yamamoto (author) (Search by this author);Hiroyuki Yamane (author) (Search by this author)Koichiro Yaji (author) (Search by this author)National Institute for Materials Science
;
Yuya Sakuraba (author) (Search by this author)National Institute for Materials Science
- Keyword
- Heusler alloys, half metallicity, Co2MnSi, composition-spread films, hard X-ray photoelectron spectroscopy, density of states, anisotropic magnetoresistance effect, NanoTerasu
- Date published
- 2025-12-31
- Updated at
- 2025-12-24 17:27:29 +0900
Autonomous materials search using machine learning and ab initio calculations for L1 0 -FePt-based quaternary alloys
- Journal article
- Creator
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Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
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Daisuke Ogawa (author) (Search by this author)National Institute for Materials Science
;
;Masato Kotsugi (author) (Search by this author)Yukiko K. Takahashi (author) (Search by this author)National Institute for Materials Science
- Keyword
- Machine learning, Autonomous
- Date published
- 2025-12-31
- Updated at
- 2025-12-25 15:02:29 +0900
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
- Journal article
- Creator
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Daisuke Ogawa (author) (Search by this author)National Institute for Materials Science
;
Yuma Iwasaki (author) (Search by this author)National Institute for Materials Science
;
Jun Uzuhashi (author) (Search by this author)National Institute for Materials Science
;
Yuta Sasaki (author) (Search by this author)National Institute for Materials Science
;
;Masato Kotsugi (author) (Search by this author)Yukiko K. Takahashi (author) (Search by this author)National Institute for Materials Science
- Keyword
- heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
- Date published
- 2025-06-23
- Updated at
- 2025-07-11 08:30:48 +0900