28 records found.
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
機械学習を用いた耐熱鋼のクリープ寿命予測
- Book
- Creator
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出村 雅彦 (author) (Search by this author)
- Keyword
- Machine learning, Structural Materials, Performance pridiction, Creep
- Date published
- 2025-05-30
- Updated at
- 2026-01-07 09:42:32 +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
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
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
;
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
Machine Learning to Predict Multicellular Dynamics Driven by Concentrated Polymer Brush-Modified Cellulose Nanofibers
- Conference presentation
- Creator
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Chiaki Yoshikawa (author) (Search by this author)Research Center for Macromolecules and Biomaterials/Macromolecules Field/Polymer Surfaces and Devices Team, National Institute for Materials Science
;
Hiroshi Mamitsuka (author) (Search by this author)
- Keyword
- Machine learning, Multicellular dynamics, Concentrated polymer brush, Cellulose nanofiber
- Date published
- Updated at
- 2025-11-06 12:30:42 +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
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
Machine learning assisted nanobeam X-ray diffraction based analysis on hydride vapor-phase epitaxy GaN
- Journal article
- Creator
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;Zhendong Wu (author) (Search by this author)Yusuke Hayashi (author) (Search by this author)National Institute for Materials Science
;
;Tetsuya Tohei (author) (Search by this author);Kazushi Sumitani (author) (Search by this author);Yasuhiko Imai (author) (Search by this author);Shigeru Kimura (author) (Search by this author)Akira Sakai (author) (Search by this author)
- Keyword
- GaN, SPring-8, nanoXRD, Machine learning
- Date published
- 2025-08-01
- Updated at
- 2025-07-31 12:30:18 +0900
Elemental Reactivity Maps for Materials Discovery
- Journal article
- Creator
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Yuki Inada (author) (Search by this author)
https://orcid.org/0000-0002-9104-1320
(unauthenticated)
;
Masaya Fujioka (author) (Search by this author)
https://orcid.org/0000-0002-5829-6591
(unauthenticated)
;
;Haruhiko Morito (author) (Search by this author)Tohru Sugahara (author) (Search by this author)
https://orcid.org/0000-0001-5842-5392
(unauthenticated)
;
Hisanori Yamane (author) (Search by this author)
https://orcid.org/0000-0002-7931-5210
(unauthenticated)
;
Yukari Katsura (author) (Search by this author)
- Keyword
- Crystal structure, Elements, Machine learning, Materials, Reactivity
- Date published
- 2025-03-25
- Updated at
- 2026-02-21 16:30:08 +0900