Enhancing oxygen reduction reaction mass activity in polymer electrolyte fuel cells via molecular machine learning

Journal article

Creator

Ekaterina Gracheva (author) (Search by this author)

https://orcid.org/0000-0002-9704-5939

NIMS Researchers Directory SAMURAI

Ekaterina Gracheva ;

Shin-ichi Yamazaki (author) (Search by this author)

Shin-ichi Yamazaki ;

Guillaume Lambard (author) (Search by this author)

https://orcid.org/0000-0003-0275-4079

NIMS Researchers Directory SAMURAI

Guillaume Lambard ;

Keitaro Sodeyama (author) (Search by this author)

https://orcid.org/0000-0002-9228-0729

NIMS Researchers Directory SAMURAI

Keitaro Sodeyama ;

Tsutomu Ioroi (author) (Search by this author)

Tsutomu Ioroi ;

Masafumi Asahi (author) (Search by this author)

https://orcid.org/0000-0002-2122-3073 (unauthenticated)

Masafumi Asahi

Keyword

materials science, machine learning, chemoinformatics, polymer electrolyte fuel cell (PEFC), oxygen reduction reaction, active learning

Date published

2026-08-01

Updated at

2026-08-26 16:18:22 +0900