Scaling Law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions

Journal article

Creator

Shunya Minami (author) (Search by this author)

https://orcid.org/0000-0002-3566-817X (unauthenticated)

Shunya Minami ;

Yoshihiro Hayashi (author) (Search by this author)

https://orcid.org/0000-0002-7650-4083 (unauthenticated)

Yoshihiro Hayashi ;

Stephen Wu (author) (Search by this author)

https://orcid.org/0000-0002-7847-8106 (unauthenticated)

Stephen Wu ;

Kenji Fukumizu (author) (Search by this author)

Kenji Fukumizu ;

Hiroki Sugisawa (author) (Search by this author)

Hiroki Sugisawa ;

Masashi Ishii (author) (Search by this author)

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

NIMS Researchers Directory SAMURAI

Masashi Ishii ;

Isao Kuwajima (author) (Search by this author)

https://orcid.org/0000-0002-5994-3834

NIMS Researchers Directory SAMURAI

Isao Kuwajima ;

Kazuya Shiratori (author) (Search by this author)

Kazuya Shiratori ;

Ryo Yoshida (author) (Search by this author)

https://orcid.org/0000-0001-8092-0162 (unauthenticated)

Ryo Yoshida

Keyword

molecular dynamics simulation, scaling law of simulation- to-real, Sim2Real, transfer learning, PoLyInfo

Date published

2025-05-24

Updated at

2025-06-13 16:30:25 +0900