26 records found. Displaying records 1 to 10.
Estimation of valence state and growth rate using principal component analysis of plasma emission in reactive sputtering deposition
- Journal article
- Creator
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;Rintaro Minami (author) (Search by this author)a Department of Applied Physics, University of Tsukuba;Eiji Kita (author) (Search by this author);Chiharu Mitsumata (author) (Search by this author)Hideto Yanagihara (author) (Search by this author)
- Keyword
- Machine learning, principal component analysis (PCA), reactive magnetron sputtering, plasma emission spectrum, Mössbauer spectroscopy
- Date published
- 2025-12-31
- Updated at
- 2025-09-10 16:30:38 +0900
Data-driven analysis of hydrogen embrittlement in martensitic steels with interpretable machine learning
- Journal article
- Creator
-
Houichi Kitano (author) (Search by this author)
;
Yuuji Kimura (author) (Search by this author)
;
Akinobu Shibata (author) (Search by this author)
- Keyword
- Hydrogen embrittlement, Martensitic steel, Machine learning, hap (shapley additive explanations), Symbolic regression
- Date published
- 2026-04-23
- Updated at
- 2026-06-17 09:57:29 +0900
Process optimization on kesterite-based ceramics for enhancing their thermoelectric performances assisted by active machine learning approach: A tool for metal-sulfide ceramics development
- Journal article
- Creator
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Cédric Bourgès (author) (Search by this author)National Institute for Materials Science
;
Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
;
Naoki Sato (author) (Search by this author)National Institute for Materials Science
;
Makoto Tachibana (author) (Search by this author)National Institute for Materials Science
;
Satoshi Ishii (author) (Search by this author)National Institute for Materials Science
;
Takao Mori (author) (Search by this author)National Institute for Materials Science
- Keyword
- Kesterite, Machine learning, Process, Thermoelectric, Ceramic
- Date published
- 2024-08-29
- Updated at
- 2024-09-20 16:30:30 +0900
Advances in Carbon Nanotubes: Synthesis, Properties, and Cutting-Edge Applications
- Journal article
- Creator
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Guohai Chen (author) (Search by this author)
https://orcid.org/0000-0001-8481-0972
(unauthenticated)
;
Dai-Ming Tang (author) (Search by this author)
- Keyword
- Carbon Nanotubes, Synthesis, Properties, Machine learning
- Date published
- 2025-10-20
- Updated at
- 2025-12-13 08:30:03 +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
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
Automated synthesis and fragment descriptor-based machine learning for retention time prediction in supercritical fluid chromatography
- Journal article
- Creator
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;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
A straightforward gradient-based approach for designing superconductors with high critical temperature: exploiting domain knowledge via adaptive constraints
- Journal article
- Creator
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;Akihiro Fujii (author) (Search by this author)Anh Khoa Augustin Lu (author) (Search by this author)National Institute for Materials Science
;
;Koji Shimizu (author) (Search by this author)Satoshi Watanabe (author) (Search by this author)
https://orcid.org/0000-0002-8069-6938
(unauthenticated)
National Institute for Materials Science
- Keyword
- Gradient-based optimization, Superconductor, Domain knowledge integration, Materials discovery, Critical temperature, Machine learning
- Date published
- 2025-10-29
- Updated at
- 2026-05-18 14:53:14 +0900
Autonomous search for materials with high Curie temperature using ab initio calculations and machine learning
- Journal article
- Creator
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Yuma Iwasaki (author) (Search by this author)
- Keyword
- Machine learning, Autonomous, Curie temperature, ab initio
- Date published
- 2024-12-31
- Updated at
- 2024-10-04 08:30:28 +0900