16 records found.
Machine Learning Approach for Evaluation of Nanodefects and Magnetic Anisotropy in FePt Granular Films
- Journal article
- Creator
-
;E. Dengina (author) (Search by this author)National Institute for Materials ScienceA. Bolyachkin (author) (Search by this author)National Institute for Materials Science
;
H. Sepehri-Amin (author) (Search by this author)National Institute for Materials Science
;
K. Hono (author) (Search by this author)National Institute for Materials Science
- Keyword
- Magnetic recording, Micromagnetic simulations, Machine learning, FePt media
- Date published
- 2022-05-13
- Updated at
- 2024-10-15 16:30:13 +0900
Improving efficiency of autonomous material search via transfer learning from nontarget properties
- Journal article
- Creator
-
;Jaekyun Hwang (author) (Search by this author)National Institute for Materials ScienceYuma Iwasaki (author) (Search by this author)National Institute for Materials Science
- Keyword
- Machine learning
- Date published
- 2023-12-31
- Updated at
- 2024-01-05 22:11:31 +0900
Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography
- Journal article
- Creator
-
;Sitanan Sartyoungkul (author) (Search by this author);Balasubramaniyan Sakthivel (author) (Search by this author)Pavel Sidorov (author) (Search by this author)
https://orcid.org/0000-0001-6462-702X
(unauthenticated)
;
Yuuya Nagata (author) (Search by this author)
https://orcid.org/0000-0001-5926-5845
(unauthenticated)
- Keyword
- Automated synthesis, Fragment descriptor, Machine learning, Retention time prediction, Supercritical fluid chromatography
- Date published
- 2025-11-26
- Updated at
- 2025-12-24 15:05:55 +0900
Autonomous search for half-metallic materials with B 2 structure
- Journal article
- Creator
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Yuma Iwasaki (author) (Search by this author)
;
Ryo Toyama (author) (Search by this author)
;
Takahiro Yamazaki (author) (Search by this author)
https://orcid.org/0000-0003-0738-9373
(unauthenticated)
;
Yasuhiko Igarashi (author) (Search by this author)
https://orcid.org/0000-0003-1042-6657
(unauthenticated)
;
Masato Kotsugi (author) (Search by this author)
https://orcid.org/0000-0002-4841-1808
(unauthenticated)
;
Yuya Sakuraba (author) (Search by this author)
- Keyword
- Machine learning, Autonomous, ab initio, Half metal
- Date published
- 2024-12-31
- Updated at
- 2024-10-04 08:30:32 +0900
Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect
- Journal article
- Creator
-
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
From Random Networks to AI-Driven Glass Design
- Conference presentation
- Creator
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N. M. Anoop Krishnan (author) (Search by this author)Department of Civil Engineering, Indian Institute of Technology Delhi
- Keyword
- Machine learning, AI-Driven Glass Design
- Date published
- Updated at
- 2025-09-25 16:30:42 +0900
Data-Driven Development of Magnetic Materials
- Conference presentation
- Creator
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BOLYACHKIN Anton (author) (Search by this author)Global Networking Division/International Center for Young Scientists, National Institute for Materials Science
;
SEPEHRI AMIN Hossein (author) (Search by this author)Research Center for Magnetic and Spintronic Materials/Magnetic Materials Analysis Group, National Institute for Materials Science
;
OHKUBO Tadakatsu (author) (Search by this author)Research Center for Magnetic and Spintronic Materials, National Institute for Materials Science
- Keyword
- Nd-Fe-B magnets, Magnetocaloric materials, Magnetic recodring, Machine learning
- Date published
- Updated at
- 2024-10-16 16:30:20 +0900
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
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
Machine Learning-Based Experimental Design in Materials Science
- Book
- Creator
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Tsuda, Koji (author) (Search by this author)
;
Dieb, Thaer M. (author) (Search by this author)
- Keyword
- Materials design, Machine learning, Optimal experiment design
- Date published
- 2018-01-16
- Updated at
- 2022-10-03 01:58:06 +0900