19 records found.
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
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
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
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
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
Data-driven optimization of FePt heat-assisted magnetic recording media accelerated by deep learning TEM image segmentation
- Journal article
- Creator
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N. Kulesh (author) (Search by this author)National Institute for Materials Science
;
A. Bolyachkin (author) (Search by this author)National Institute for Materials Science
;
I. Suzuki (author) (Search by this author)
https://orcid.org/0000-0002-8932-8226
(unauthenticated)
National Institute for Materials Science
;
Y.K. Takahashi (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
- Heat-assisted magnetic recording (HAMR), FePt, Deep learning, Machine learning, Image segmentation
- Date published
- 2023-05-27
- Updated at
- 2025-05-27 08:30:20 +0900
Toward the Atomic-Level Analysis of Ground-State Electronic Structures of Solid Materials via Prediction from Core-Loss Spectra: A Computational Study in Si
- Journal article
- Creator
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;Izumi Takahara (author) (Search by this author)Fumihiko Uesugi (author) (Search by this author)National Institute for Materials Science
;
Koji Kimoto (author) (Search by this author)National Institute for Materials Science
;
;Kiyou Shibata (author) (Search by this author)Teruyasu Mizoguchi (author) (Search by this author)
- Keyword
- Machine learning, ELNES, XANES, PDOS
- Date published
- 2024-08-15
- Updated at
- 2024-10-02 12:30:19 +0900
Lung cancer detection in perioperative patients' exhaled breath with nanomechanical sensor array
- Journal article
- Creator
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;Yusuke Saeki (author) (Search by this author);Naoki Maki (author) (Search by this author);Takahiro Nemoto (author) (Search by this author)National Institute for Materials Science;Katsushige Inada (author) (Search by this author)Kosuke Minami (author) (Search by this author)National Institute for Materials Science
;
Ryo Tamura (author) (Search by this author)National Institute for Materials Science
;
Gaku Imamura (author) (Search by this author)National Institute for Materials Science
;
;Yukiko Cho-Isoda (author) (Search by this author);Shinsuke Kitazawa (author) (Search by this author);Hiroshi Kojima (author) (Search by this author)Genki Yoshikawa (author) (Search by this author)National Institute for Materials Science
;
Yukio Sato (author) (Search by this author)
- Keyword
- Lung cancer, Breath analysis, Electronic nose (e-nose), Membrane-type Surface stress Sensor (MSS), Machine learning
- Date published
- 2024-02-25
- Updated at
- 2025-02-25 12:30:08 +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
Extraction of physicochemical laws by symbolic regression using a Bayesian information criterion
- Journal article
- Creator
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;Naoki Yamane (author) (Search by this author)Tsukuba University;Kan Hatakeyama-Sato (author) (Search by this author)東京工業大学Yuma Iwasaki (author) (Search by this author)Center for Basic Research on Materials/Data-driven Materials Research Field/Data-driven Materials Design Group, National Institute for Materials Science
;
Yasuhiko Igarashi (author) (Search by this author)Tsukuba University
- Keyword
- Machine learning
- Date published
- 2024-12-31
- Updated at
- 2024-11-14 16:30:30 +0900