Prediction of nanocomposite properties and process optimization using persistent homology and machine learning

Journal article

Creator

Fumihiko Uesugi (author) (Search by this author)

https://orcid.org/0000-0003-3346-4218

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

Fumihiko Uesugi ;

Yu Wen (author) (Search by this author)

Yu Wen ;

Ayako Hashimoto (author) (Search by this author)

https://orcid.org/0000-0002-1985-7667

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

Ayako Hashimoto ;

Masashi Ishii (author) (Search by this author)

https://orcid.org/0000-0003-0357-2832

National Institute for Materials Science

NIMS Researchers Directory SAMURAI

Masashi Ishii

Keyword

Persistent homology, Ridge regression, Electron tomography, Oxygen permeability, Activation energy, Annealing temperature

Date published

2024-05-28

Updated at

2024-07-02 08:38:11 +0900