4 records found.
Effects of data bias on machine-learning–based material discovery using experimental property data
- Journal article
- Creator
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;Masaya Kumagai (author) (Search by this author);Yuki Ando (author) (Search by this author);Atsumi Tanaka (author) (Search by this author)Koji Tsuda (author) (Search by this author)National Institute for Materials Science
;
Yukari Katsura (author) (Search by this author)National Institute for Materials Science
;
Ken Kurosaki (author) (Search by this author)
https://orcid.org/0000-0002-3015-3206
(unauthenticated)
- Keyword
- Machine learning, material informatics, large-scale material data, data bias
- Date published
- 2022-12-31
- Updated at
- 2024-11-16 08:31:01 +0900
Development of LLM-assisted data curation tools for the Starrydata materials science database
- Journal article
- Creator
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Yukari Katsura (author) (Search by this author)National Institute for Materials Science
;
Tomoya Mato (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science
;
Yu Takada (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science
;
;Eiji Koyama (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science (NIMS);Dewi Yana (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science (NIMS);Atsumi Tanaka (author) (Search by this author)Center for Basic Research on Materials, National Institute for Materials Science (NIMS)Masaya Kumagai (author) (Search by this author)Sakura Internet Research Center, Sakura Internet Inc.
- Keyword
- Materials informatics, materials database, data curation, literature data mining, automated data extraction, automated knowledge extraction, large language model
- Date published
- 2025-12-31
- Updated at
- 2026-01-20 09:35:27 +0900
Best thermoelectric efficiency of ever-explored materials
- Journal article
- Creator
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Byungki Ryu (author) (Search by this author)
https://orcid.org/0000-0002-0867-6457
(unauthenticated)
;
;Jaywan Chung (author) (Search by this author);Masaya Kumagai (author) (Search by this author)Tomoya Mato (author) (Search by this author)
;
;Yuki Ando (author) (Search by this author);Sakiko Gunji (author) (Search by this author);Atsumi Tanaka (author) (Search by this author);Dewi Yana (author) (Search by this author);Masayuki Fujimoto (author) (Search by this author);Yoji Imai (author) (Search by this author)Yukari Katsura (author) (Search by this author)
;
SuDong Park (author) (Search by this author)
- Keyword
- Materials science, Thermal property
- Date published
- 2023-03-27
- Updated at
- 2024-11-21 16:35:10 +0900
Starrydata: from published plots to shared materials data
- Journal article
- Creator
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Yukari Katsura (author) (Search by this author)
;
;Masaya Kumagai (author) (Search by this author)Tomoya Mato (author) (Search by this author)
;
;Yu Takada (author) (Search by this author);Yuki Ando (author) (Search by this author);Erina Fujita (author) (Search by this author);Fumikazu Hosono (author) (Search by this author);Eiji Koyama (author) (Search by this author);Farhan Mudasar (author) (Search by this author);Ton Nu Thanh Phuong (author) (Search by this author);Naoto Saito (author) (Search by this author);Yoshihiro Sakamoto (author) (Search by this author);Atsumi Tanaka (author) (Search by this author);Dewi Yana (author) (Search by this author);Kaoru Kimura (author) (Search by this author)Koji Tsuda (author) (Search by this author)
;
Masahiko Demura (author) (Search by this author)
- Keyword
- Materials informatics, database, data mining, plot digitization, open data, literature data, inorganic materials
- Date published
- 2025-12-31
- Updated at
- 2025-06-25 08:30:35 +0900