2 records found.

s41524-025-01606-5.pdf
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)
ORCID ;
Yoshihiro Hayashi (author) (Search by this author)
ORCID ;
Stephen Wu (author) (Search by this author)
ORCID ;
Kenji Fukumizu (author) (Search by this author)
;
Hiroki Sugisawa (author) (Search by this author)
; ORCID SAMURAI ; ORCID SAMURAI ;
Kazuya Shiratori (author) (Search by this author)
;
Ryo Yoshida (author) (Search by this author)
ORCID
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
Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis.pdf
Machine learning prediction of the mechanical properties of injection-molded polypropylene through X-ray diffraction analysis
Journal article
Creator
Ryo Tamura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Kenji Nagata (author) (Search by this author)
;
Keitaro Sodeyama (author) (Search by this author)
;
Kensaku Nakamura (author) (Search by this author)
;
Toshiki Tokuhira (author) (Search by this author)
;
Satoshi Shibata (author) (Search by this author)
;
Kazuki Hammura (author) (Search by this author)
;
Hiroki Sugisawa (author) (Search by this author)
;
Masaya Kawamura (author) (Search by this author)
;
Teruki Tsurimoto (author) (Search by this author)
;
Masanobu Naito (author) (Search by this author)
;
Masahiko Demura (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Takashi Nakanishi (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
Keyword
Polypropylene, X-ray diffraction, Bayesian spectral deconvolution, Ising machine, Machine learning
Date published
2024-12-31
Updated at
2024-08-30 16:31:01 +0900