A straightforward gradient-based approach for designing superconductors with high critical temperature: exploiting domain knowledge via adaptive constraints
- Journal article
- Creator
-
;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
Bayesian diversity control for batch-based phase diagram determination
- Journal article
- Creator
-
;Peiheng Zou (author) (Search by this author)Ryo Tamura (author) (Search by this author)
;
Koji Tsuda (author) (Search by this author)
- Keyword
- phase diagram, machine learning
- Date published
- 2026-02-16
- Updated at
- 2026-04-01 14:33:21 +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
Self-driving laboratories in Japan
- Journal article
- Creator
-
Naruki Yoshikawa (author) (Search by this author)
https://orcid.org/0000-0003-1546-8709
(unauthenticated)
;
Yuki Asano (author) (Search by this author)
https://orcid.org/0000-0003-2115-1417
(unauthenticated)
;
Don N. Futaba (author) (Search by this author)
https://orcid.org/0000-0002-7083-2772
(unauthenticated)
;
Kanako Harada (author) (Search by this author)
https://orcid.org/0000-0002-0221-7890
(unauthenticated)
;
Taro Hitosugi (author) (Search by this author)
https://orcid.org/0000-0002-7795-0683
(unauthenticated)
;
Genki N. Kanda (author) (Search by this author)
https://orcid.org/0000-0002-6372-241X
(unauthenticated)
;
Shoichi Matsuda (author) (Search by this author)
;
Yuuya Nagata (author) (Search by this author)
https://orcid.org/0000-0001-5926-5845
(unauthenticated)
;
Keisuke Nagato (author) (Search by this author)
https://orcid.org/0000-0003-2399-3087
(unauthenticated)
;
Masanobu Naito (author) (Search by this author)
;
Tohru Natsume (author) (Search by this author)
https://orcid.org/0000-0002-1510-2582
(unauthenticated)
;
Kazunori Nishio (author) (Search by this author)
https://orcid.org/0000-0002-8201-358X
(unauthenticated)
;
Kanta Ono (author) (Search by this author)
https://orcid.org/0000-0002-3285-9093
(unauthenticated)
;
Haruka Ozaki (author) (Search by this author)
https://orcid.org/0000-0002-1606-2762
(unauthenticated)
;
Woosuck Shin (author) (Search by this author)
https://orcid.org/0000-0002-8394-962X
(unauthenticated)
;
Junichiro Shiomi (author) (Search by this author)
https://orcid.org/0000-0002-3552-4555
(unauthenticated)
;
Kunihiko Shizume (author) (Search by this author)
https://orcid.org/0000-0001-8655-5207
(unauthenticated)
;
Koichi Takahashi (author) (Search by this author)
https://orcid.org/0000-0002-4235-9914
(unauthenticated)
;
;Seiji Takeda (author) (Search by this author)Ichiro Takeuchi (author) (Search by this author)
https://orcid.org/0009-0005-1905-2366
(unauthenticated)
;
Ryo Tamura (author) (Search by this author)
;
Koji Tsuda (author) (Search by this author)
;
Yoshitaka Ushiku (author) (Search by this author)
https://orcid.org/0000-0002-9014-1389
(unauthenticated)
- Keyword
- Self-driving laboratories
- Date published
- 2025-05-27
- Updated at
- 2025-06-18 12:30:32 +0900
Exploring the Expertise of Large Language Models in Materials Science and Metallurgical Engineering
- Journal article
- Creator
-
Christophe Bajan (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
;
Guillaume Lambard (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
- Keyword
- Large language models, Materials science, Metallurgical Engineering
- Date published
- 2025-01-20
- Updated at
- 2025-01-21 12:30:37 +0900
Automated odor-blending with one-pot Bayesian optimization
- Journal article
- Creator
-
;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