23 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
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
Prediction and optimization of epoxy adhesive strength from a small dataset through active learning
- Journal article
- Creator
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Lambard, Guillaume (author) (Search by this author)
;
Naito, Masanobu (author) (Search by this author)
;
Samitsu, Sadaki (author) (Search by this author)
;
Pruksawan, Sirawit (author) (Search by this author)
https://orcid.org/0000-0002-9380-1872
(unauthenticated)
;
Sodeyama, Keitaro (author) (Search by this author)
- Keyword
- active learning, Machine learning, adhesive
- Date published
- 2019-12-31
- Updated at
- 2024-01-05 22:11:50 +0900
Automated odor-blending with one-pot Bayesian optimization
- Journal article
- Creator
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;Yota Fukui (author) (Search by this author)Kosuke Minami (author) (Search by this author)National Institute for Materials Science
;
Kota Shiba (author) (Search by this author)National Institute for Materials Science
;
Genki Yoshikawa (author) (Search by this author)National Institute for Materials Science
;
Koji Tsuda (author) (Search by this author)National Institute for Materials Science
;
Ryo Tamura (author) (Search by this author)National Institute for Materials Science
- Keyword
- Machine learning, MSS, Bayesian optimization, Olfactory sensor
- Date published
- 2024-04-16
- Updated at
- 2024-06-10 12:30:19 +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
Active learning for predicting the enthalpy of mixing in binary liquids based on ab initio molecular dynamics
- Journal article
- Creator
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Quentin Bizot (author) (Search by this author)
https://orcid.org/0000-0002-4314-2266
(unauthenticated)
;
Ryo Tamura (author) (Search by this author)
;
Guillaume Deffrennes (author) (Search by this author)
https://orcid.org/0000-0002-3752-2537
(unauthenticated)
- Keyword
- CALPHAD, Machine learning
- Date published
- 2026-02-07
- Updated at
- 2026-04-01 13:44:57 +0900
Determination of Stable Proton Configurations by Black-Box Optimization Using an Ising Machine
- Journal article
- Creator
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;Jianbo Lin (author) (Search by this author)Tomofumi Tada (author) (Search by this author)
https://orcid.org/0000-0003-3093-3779
(unauthenticated)
;
;Ai Koizumi (author) (Search by this author)Masato Sumita (author) (Search by this author)
https://orcid.org/0000-0002-3506-1028
(unauthenticated)
;
Koji Tsuda (author) (Search by this author)
;
Ryo Tamura (author) (Search by this author)
- Keyword
- Machine learning, Ising machine, Proton configuration
- Date published
- 2025-02-06
- Updated at
- 2025-05-23 08:30:18 +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
In Situ Forming Supramolecular Nanofiber Hydrogel as a Biodegradable Liquid Embolic Agent for Postembolization Tissue Remodeling
- Journal article
- Creator
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Akihiro Nishiguchi (author) (Search by this author)National Institute for Materials Science
;
;Miho Ohta (author) (Search by this author)Debabrata Palai (author) (Search by this author)National Institute for Materials Science
;
Shima Ito (author) (Search by this author)National Institute for Materials Science
;
;Kensaku Mori (author) (Search by this author);Ryotaro Akagi (author) (Search by this author)Christophe Bajan (author) (Search by this author)National Institute for Materials Science
;
Guillaume Lambard (author) (Search by this author)National Institute for Materials Science
;
Keitaro Sodeyama (author) (Search by this author)National Institute for Materials Science
;
Tetsushi Taguchi (author) (Search by this author)National Institute for Materials Science
- Keyword
- Hydrogel, Embolic agent, Machine learning
- Date published
- 2024-11-07
- Updated at
- 2025-02-26 16:30:29 +0900
Autonomous closed-loop exploration of composition-spread films for the anomalous Hall effect
- Journal article
- Creator
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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