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9 件のレコードが見つかりました。

2025 ogawa APL final.pdf
Er-driven magnetic tunability in FePt thin films investigated via high-throughput experiments and microstructure analysis for future HAMR media
論文
著者
Daisuke Ogawa SAMURAI ORCID ; Yuma Iwasaki SAMURAI ORCID ; Jun Uzuhashi SAMURAI ORCID ; Yuta Sasaki SAMURAI ORCID ; Masato Kotsugi ; Yukiko K. Takahashi SAMURAI ORCID
キーワード
heat-assisted magnetic recording, FePt, combinatorial, high throughput, machine learning, rare-earth doping
刊行年月日
2025-06-23
更新時刻
2025-07-10 17:10:26 +0900
Dataset
Dataset of B2-structured ternary alloys for magnetic moment, Curie temperature, and spin polarization calculated by KKR-CPA (AkaiKKR)
データセット
著者
Yuma Iwasaki SAMURAI ORCID
キーワード
magnetic moment, Curie temperature, Spin polarization, alloy, B2
刊行年月日
更新時刻
2025-03-13 08:30:08 +0900
Varun Co-Fe Cu CIP-GMR AIP Advances (2024).pdf
Analysis of the effect of the Fermi surface matching at Co–Fe and Cu interface on giant magnetoresistance effect using a combinatorial technique
論文
著者
Varun Kumar Kushwaha ORCID ; Ryo Toyama SAMURAI ORCID ; Yoshio Miura SAMURAI ORCID ; Yuma Iwasaki SAMURAI ORCID ; Yuya Sakuraba SAMURAI ORCID
キーワード
spintronics, giant magnetoresistance, machine learning, Fermi surface, interfacial electronic band matching
刊行年月日
2024-12-01
更新時刻
2025-01-07 16:30:50 +0900
Extraction of physicochemical laws by symbolic regression using a Bayesian information criterion.pdf
Extraction of physicochemical laws by symbolic regression using a Bayesian information criterion
論文
著者
Naoki Yamane ; Kan Hatakeyama-Sato ; Yuma Iwasaki SAMURAI ORCID ; Yasuhiko Igarashi
キーワード
Machine learning
刊行年月日
2024-12-31
更新時刻
2024-11-14 16:30:30 +0900
Autonomous search for half-metallic materials with B2 structure.pdf
Autonomous search for half-metallic materials with B 2 structure
論文
著者
Yuma Iwasaki SAMURAI ORCID ; Ryo Toyama SAMURAI ORCID ; Takahiro Yamazaki ORCID ; Yasuhiko Igarashi ORCID ; Masato Kotsugi ORCID ; Yuya Sakuraba SAMURAI ORCID
キーワード
Machine learning, Autonomous, ab initio, Half metal
刊行年月日
2024-12-31
更新時刻
2024-10-04 08:30:32 +0900
Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning (1).pdf
Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning
論文
著者
Yuma Iwasaki SAMURAI ORCID
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
車テク202407-10　材料開発における4つのインフォマティクス.pdf
材料開発における4つのインフォマティクス
報告書
著者
岩﨑 悠真 SAMURAI ORCID
キーワード
Machine learning
刊行年月日
[2024年7月]
更新時刻
2024-12-02 16:31:05 +0900
Improving efficiency of autonomous material search via transfer learning from nontarget properties (2).pdf
Improving efficiency of autonomous material search via transfer learning from nontarget properties
論文
著者
Jaekyun Hwang ; Yuma Iwasaki SAMURAI ORCID
キーワード
Machine learning
刊行年月日
2023-12-31
更新時刻
2024-01-05 22:11:31 +0900
Efficient autonomous material search method combining ab initio calculations autoencoder and multi objective Bayesian optimization.pdf
Efficient autonomous material search method combining ab initio calculations, autoencoder, and multi-objective Bayesian optimization
論文
著者
Yuma Iwasaki SAMURAI ORCID ; Hwang Jaekyun ORCID ; Yuya Sakuraba SAMURAI ORCID ; Masato Kotsugi ORCID ; Yasuhiko Igarashi ORCID
キーワード
Machine learning, ab-initio , autonomous materials search
刊行年月日
2022-12-31
更新時刻
2024-01-05 22:14:05 +0900