Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
- ジャーナル論文
- 著者
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Hayato Maeda (author) (この著者で検索)
https://orcid.org/0009-0004-1662-8000
(unauthenticated)
;
Stephen Wu (author) (この著者で検索)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
;
Rika Marui (author) (この著者で検索)
https://orcid.org/0009-0009-2506-1196
(unauthenticated)
;
;Erina Yoshida (author) (この著者で検索);Kan Hatakeyama-Sato (author) (この著者で検索);Yuta Nabae (author) (この著者で検索);Shiori Nakagawa (author) (この著者で検索);Meguya Ryu (author) (この著者で検索);Ryohei Ishige (author) (この著者で検索);Yoh Noguchi (author) (この著者で検索)Yoshihiro Hayashi (author) (この著者で検索)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
;
Masashi Ishii (author) (この著者で検索)
;
Isao Kuwajima (author) (この著者で検索)
;
;Felix Jiang (author) (この著者で検索);Xuan Thang Vu (author) (この著者で検索)Sven Ingebrandt (author) (この著者で検索)
https://orcid.org/0000-0002-0405-2727
(unauthenticated)
;
;Masatoshi Tokita (author) (この著者で検索)Junko Morikawa (author) (この著者で検索)
https://orcid.org/0000-0002-9530-9478
(unauthenticated)
;
Ryo Yoshida (author) (この著者で検索)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
;
Teruaki Hayakawa (author) (この著者で検索) - キーワード
- liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
- 刊行年月日
- 2025-07-02
- 更新時刻
- 2025-08-19 12:30:21 +0900
NIMS polymer database PoLyInfo (I): an overarching view of half a million data points
- ジャーナル論文
- 著者
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Masashi Ishii (author) (この著者で検索)National Institute for Materials Science
;
;Takuro Ito (author) (この著者で検索);Hiroko Sado (author) (この著者で検索)Isao Kuwajima (author) (この著者で検索)National Institute for Materials Science
- キーワード
- polymer, database, PoLyInfo, human-readable, data curation, lexicon, structure determination
- 刊行年月日
- 2024-12-31
- 更新時刻
- 2024-07-11 16:30:18 +0900
Scaling Law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions
- ジャーナル論文
- 著者
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Shunya Minami (author) (この著者で検索)
https://orcid.org/0000-0002-3566-817X
(unauthenticated)
;
Yoshihiro Hayashi (author) (この著者で検索)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
;
Stephen Wu (author) (この著者で検索)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
;
;Kenji Fukumizu (author) (この著者で検索);Hiroki Sugisawa (author) (この著者で検索)Masashi Ishii (author) (この著者で検索)
;
Isao Kuwajima (author) (この著者で検索)
;
;Kazuya Shiratori (author) (この著者で検索)Ryo Yoshida (author) (この著者で検索)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
- キーワード
- molecular dynamics simulation, scaling law of simulation- to-real, Sim2Real, transfer learning, PoLyInfo
- 刊行年月日
- 2025-05-24
- 更新時刻
- 2025-06-13 16:30:25 +0900