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
Cathode properties of MgV 2 O 4 spinel for magnesium rechargeable batteries: effect of synthesis route on structure and electrochemical performance
- Journal article
- Creator
-
Naoya Ishida (author) (Search by this author)
https://orcid.org/0000-0003-3707-6781
(unauthenticated)
;
Keigo Kubota (author) (Search by this author)
https://orcid.org/0000-0002-0536-129X
(unauthenticated)
;
Toshikatsu Kojima (author) (Search by this author)
https://orcid.org/0000-0002-1774-2698
(unauthenticated)
;
Toshihiko Mandai (author) (Search by this author)
;
Shin Kiyohara (author) (Search by this author)
https://orcid.org/0000-0003-2890-5760
(unauthenticated)
;
Yu Kumagai (author) (Search by this author)
https://orcid.org/0000-0003-0489-8148
(unauthenticated)
;
Tetsu Ichitsubo (author) (Search by this author)
https://orcid.org/0000-0002-1127-3034
(unauthenticated)
- Keyword
- Rechargeable magnesium batteries, Cathode, Crystal structure, Solvothermal treatment, Mechanical milling
- Date published
- 2026-02-11
- Updated at
- 2026-03-24 12:59:40 +0900