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Intrinsic magnetic properties for SmFe 12−xTx thin films via high-throughput experiments and machine learning techniques
ジャーナル論文
著者
Daisuke Ogawa (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Ryotaro Akagi (author) (この著者で検索)
;
Keitaro Sodeyama (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Yukiko K. Takahashi (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI
キーワード
SmFe12
刊行年月日
2025-12-31
更新時刻
2025-12-23 09:39:56 +0900
Machine Learning as a “Catalyst” for Advancements in Carbon Nanotube Research
ジャーナル論文
著者
Guohai Chen (author) (この著者で検索)
ORCID ; ORCID SAMURAI
キーワード
machine learning, carbon nanotube, in situ TEM, growth mechanism
刊行年月日
2024-10-22
更新時刻
2024-12-24 13:58:23 +0900
Quasicrystals predicted and discovered by machine learning
ジャーナル論文
著者
Chang Liu (author) (この著者で検索)
;
Koichi Kitahara (author) (この著者で検索)
;
Asuka Ishikawa (author) (この著者で検索)
;
Takanobu Hiroto (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Alok Singh (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Erina Fujita (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Yukari Katsura (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Yuki Inada (author) (この著者で検索)
;
Ryuji Tamura (author) (この著者で検索)
;
Kaoru Kimura (author) (この著者で検索)
National Institute for Materials Science
ORCID ;
Ryo Yoshida (author) (この著者で検索)
ORCID
キーワード
Crystal forms, Crystal phenomena, Crystal structure, Alloys, Machine learning
刊行年月日
2023-09-25
更新時刻
2024-11-21 16:36:03 +0900
Multi-objective optimization of magnet compositions by machine learning
会議発表ポスター
コレクション
The 28th International Workshop on Rare Earth and Future Permanent Magnets and Their Applications (REPM2025)
著者
Hyuga Hosoi (author) (この著者で検索)
Toyota Motor Corporation, Japan
;
Yamano Hayate (author) (この著者で検索)
Toyota Motor Corporation, Japan
;
Kinoshita Akihito (author) (この著者で検索)
Toyota Motor Corporation, Japan
;
Sakuma Noritsugu (author) (この著者で検索)
Toyota Motor Corporation, Japan
;
Umetani Yusuke (author) (この著者で検索)
Toyota Motor Corporation, Japan
;
Shoji Tetsuya (author) (この著者で検索)
Toyota Motor Corporation, Japan
;
Thomas Schrefl (author) (この著者で検索)
Donau University Krems, Austria
キーワード
REPM2025, NdFeB, Machine Learning, Multi–objective optimization, WAVEBASE
刊行年月日
更新時刻
2025-09-11 16:31:00 +0900
Machine learning study of highly spin-polarized Heusler alloys at finite temperature
ジャーナル論文
著者
Ivan Kurniawan (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Yoshio Miura (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Kazuhiro Hono (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI
キーワード
spintronics, half-metal, Heusler alloy, machine learning, disordered local moment, Bayesian optimization
刊行年月日
2022-09-14
更新時刻
2024-01-05 22:14:00 +0900
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
ジャーナル論文
著者
Hayato Maeda (author) (この著者で検索)
ORCID ;
Stephen Wu (author) (この著者で検索)
ORCID ;
Rika Marui (author) (この著者で検索)
ORCID ;
Erina Yoshida (author) (この著者で検索)
;
Kan Hatakeyama-Sato (author) (この著者で検索)
;
Yuta Nabae (author) (この著者で検索)
;
Shiori Nakagawa (author) (この著者で検索)
;
Meguya Ryu (author) (この著者で検索)
;
Ryohei Ishige (author) (この著者で検索)
;
Yoh Noguchi (author) (この著者で検索)
;
Yoshihiro Hayashi (author) (この著者で検索)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Felix Jiang (author) (この著者で検索)
;
Xuan Thang Vu (author) (この著者で検索)
;
Sven Ingebrandt (author) (この著者で検索)
ORCID ;
Masatoshi Tokita (author) (この著者で検索)
;
Junko Morikawa (author) (この著者で検索)
ORCID ;
Ryo Yoshida (author) (この著者で検索)
ORCID ;
Teruaki Hayakawa (author) (この著者で検索)
キーワード
liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
刊行年月日
2025-07-02
更新時刻
2025-08-19 12:30:21 +0900
Hydrogen liquid-liquid transition from first principles and machine learning
ジャーナル論文
著者
Giacomo Tenti (author) (この著者で検索)
;
Bastian Jäckl (author) (この著者で検索)
;
Kousuke Nakano (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Matthias Rupp (author) (この著者で検索)
;
Michele Casula (author) (この著者で検索)
キーワード
Machine learning potential, Hydrogen liquid-liquid transition
刊行年月日
2025-09-24
更新時刻
2025-12-02 08:30:10 +0900
On-the-fly training of polynomial machine learning potentials in computing lattice thermal conductivity
ジャーナル論文
著者
Atsushi Togo (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Atsuto Seko (author) (この著者で検索)
キーワード
Polynomial machine learning potential, Lattice thermal conductivity calculation
刊行年月日
2024-06-07
更新時刻
2024-08-29 16:30:19 +0900
Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning
ジャーナル論文
著者
ORCID SAMURAI
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
An open-source robust machine learning platform for real-time detection and classification of 2D material flakes
ジャーナル論文
著者
Jan-Lucas Uslu (author) (この著者で検索)
;
Taoufiq Ouaj (author) (この著者で検索)
;
David Tebbe (author) (この著者で検索)
;
Alexey Nekrasov (author) (この著者で検索)
;
Jo Henri Bertram (author) (この著者で検索)
;
Marc Schütte (author) (この著者で検索)
;
Kenji Watanabe (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Takashi Taniguchi (author) (この著者で検索)
National Institute for Materials Science
ORCID SAMURAI ;
Bernd Beschoten (author) (この著者で検索)
;
Lutz Waldecker (author) (この著者で検索)
;
Christoph Stampfer (author) (この著者で検索)
キーワード
Automated scanning, 2D materials, detection algorithm
刊行年月日
2024-03-01
更新時刻
2025-02-14 16:30:31 +0900
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