Effects of data bias on machine-learning–based material discovery using experimental property data

Journal article

Creator

Masaya Kumagai (author) (Search by this author)

Masaya Kumagai ;

Yuki Ando (author) (Search by this author)

Yuki Ando ;

Atsumi Tanaka (author) (Search by this author)

Atsumi Tanaka ;

Koji Tsuda (author) (Search by this author)

https://orcid.org/0000-0002-4288-1606

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

Koji Tsuda ;

Yukari Katsura (author) (Search by this author)

https://orcid.org/0000-0002-8905-2995

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

Yukari Katsura ;

Ken Kurosaki (author) (Search by this author)

https://orcid.org/0000-0002-3015-3206 (unauthenticated)

Ken Kurosaki

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