9 records found.
NIMS polymer database PoLyInfo (III): modularizing ShEx schemas for descriptors and properties in PoLyInfoRDF
- Journal article
- Creator
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;Koichi Sakamoto (author) (Search by this author)National Institute for Materials ScienceMasashi Ishii (author) (Search by this author)National Institute for Materials Science
- Keyword
- Polymer chemistry, PoLyInfo, ontology, schema, RDF, ShEx, SPARQL, modularization, standardization
- Date published
- 2025-12-31
- Updated at
- 2025-12-24 17:45:21 +0900
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
- Journal article
- Creator
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Hayato Maeda (author) (Search by this author)
https://orcid.org/0009-0004-1662-8000
(unauthenticated)
;
Stephen Wu (author) (Search by this author)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
;
Rika Marui (author) (Search by this author)
https://orcid.org/0009-0009-2506-1196
(unauthenticated)
;
;Erina Yoshida (author) (Search by this author);Kan Hatakeyama-Sato (author) (Search by this author);Yuta Nabae (author) (Search by this author);Shiori Nakagawa (author) (Search by this author);Meguya Ryu (author) (Search by this author);Ryohei Ishige (author) (Search by this author);Yoh Noguchi (author) (Search by this author)Yoshihiro Hayashi (author) (Search by this author)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
;
Masashi Ishii (author) (Search by this author)
;
Isao Kuwajima (author) (Search by this author)
;
;Felix Jiang (author) (Search by this author);Xuan Thang Vu (author) (Search by this author)Sven Ingebrandt (author) (Search by this author)
https://orcid.org/0000-0002-0405-2727
(unauthenticated)
;
;Masatoshi Tokita (author) (Search by this author)Junko Morikawa (author) (Search by this author)
https://orcid.org/0000-0002-9530-9478
(unauthenticated)
;
Ryo Yoshida (author) (Search by this author)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
;
Teruaki Hayakawa (author) (Search by this author) - Keyword
- liquid crystalline polymer, thermal conductivity, machine learning, PoLyInfo
- Date published
- 2025-07-02
- Updated at
- 2025-08-19 12:30:21 +0900
Scaling Law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions
- Journal article
- Creator
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Shunya Minami (author) (Search by this author)
https://orcid.org/0000-0002-3566-817X
(unauthenticated)
;
Yoshihiro Hayashi (author) (Search by this author)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
;
Stephen Wu (author) (Search by this author)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
;
;Kenji Fukumizu (author) (Search by this author);Hiroki Sugisawa (author) (Search by this author)Masashi Ishii (author) (Search by this author)
;
Isao Kuwajima (author) (Search by this author)
;
;Kazuya Shiratori (author) (Search by this author)Ryo Yoshida (author) (Search by this author)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
- 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
ポリマー探索にAIを活用してみよう
- Journal article
- Creator
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内藤 昌信 (author) (Search by this author)
- Keyword
- Polymer Informatics, PoLyInfo, High-Through Put, Artificial Interigence (AI), Materials Informatics (MI)
- Date published
- 2024-08-01
- Updated at
- 2025-02-01 12:30:19 +0900
NIMS polymer database PoLyInfo (II): machine-readable standardization of polymer knowledge expression
- Journal article
- Creator
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Masashi Ishii (author) (Search by this author)National Institute for Materials Science
;
;Takuro Ito (author) (Search by this author)Koichi Sakamoto (author) (Search by this author)
- Keyword
- PoLyInfo, ontology, schema, RDF, ShEx, SPARQL, linked data
- Date published
- 2024-12-31
- Updated at
- 2024-07-11 16:30:21 +0900
NIMS polymer database PoLyInfo (I): an overarching view of half a million data points
- Journal article
- Creator
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Masashi Ishii (author) (Search by this author)National Institute for Materials Science
;
;Takuro Ito (author) (Search by this author);Hiroko Sado (author) (Search by this author)Isao Kuwajima (author) (Search by this author)National Institute for Materials Science
- Keyword
- polymer, database, PoLyInfo, human-readable, data curation, lexicon, structure determination
- Date published
- 2024-12-31
- Updated at
- 2024-07-11 16:30:18 +0900
Revealing factors influencing polymer degradation with rank-based machine learning
- Journal article
- Creator
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;Weilin Yuan (author) (Search by this author)Yusuke Hibi (author) (Search by this author)National Institute for Materials Science
;
Ryo Tamura (author) (Search by this author)National Institute for Materials Science
;
;Masato Sumita (author) (Search by this author)Yasuyuki Nakamura (author) (Search by this author)National Institute for Materials Science
;
Masanobu Naito (author) (Search by this author)National Institute for Materials Science
;
Koji Tsuda (author) (Search by this author)National Institute for Materials Science
- Keyword
- polymer degradation, rank-based machine learning, PoLyInfo
- Date published
- 2023-09-25
- Updated at
- 2024-01-05 22:12:08 +0900
PoLyInfoと機械学習
- Journal article
- Creator
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石井 真史 (author) (Search by this author)統合型材料開発・情報基盤部門/材料データプラットフォームセンター/材料データベースグループ, 物質・材料研究機構
- Keyword
- MI, PoLyInfo, 機械学習, 高分子, データベース, マテリアルズインフォマティクス, Process-Structure-Property
- Date published
- 2023-02-01
- Updated at
- 2023-11-17 13:35:07 +0900
NIMS 高分子データベースPoLyInfo のRDF 化 - セマンティックなデータベース統合への試行報告 -
- Journal article
- Collection
- The history of DICE and NIMS Digital Library
- Creator
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谷藤 幹子 (author) (Search by this author)
;
竹村 太郎 (author) (Search by this author)
;
石井 真史 (author) (Search by this author)
- Keyword
- PoLyInfo, RDB, 統合データベース, トリプル, RDF
- Date published
- 2019-05-31
- Updated at
- 2022-10-03 02:03:57 +0900