Keyword: PoLyInfo
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14 records found.

NIMS polymer database PoLyInfo III modularizing ShEx schemas for descriptors and properties in PoLyInfoRDF.pdf
NIMS polymer database PoLyInfo (III): modularizing ShEx schemas for descriptors and properties in PoLyInfoRDF
Journal article
Creator
Koichi Sakamoto (author) (Search by this author)
National Institute for Materials Science
;
Masashi Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI
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
s41524-025-01671-w.pdf
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
Journal article
Creator
Hayato Maeda (author) (Search by this author)
ORCID ;
Stephen Wu (author) (Search by this author)
ORCID ;
Rika Marui (author) (Search by this author)
ORCID ;
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)
ORCID ; ORCID SAMURAI ; ORCID SAMURAI ;
Felix Jiang (author) (Search by this author)
;
Xuan Thang Vu (author) (Search by this author)
;
Sven Ingebrandt (author) (Search by this author)
ORCID ;
Masatoshi Tokita (author) (Search by this author)
;
Junko Morikawa (author) (Search by this author)
ORCID ;
Ryo Yoshida (author) (Search by this author)
ORCID ;
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
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
Dataset
PoLyInfo Conceptual Schema Version 1.1
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Koichi Sakamoto (author) (Search by this author)
National Institute for Materials Science
Keyword
Polymer chemistry knowledge, PoLyInfo, Conceptual schema, ShEx, collection - PoLyInfo Knowledge
Date published
Updated at
2025-05-03 08:30:28 +0900
Dataset
PoLyInfo Ontology Version 1.2
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Koichi Sakamoto (author) (Search by this author)
National Institute for Materials Science
Keyword
Polymer chemistry knowledge, PoLyInfo, Ontology, BFO, collection - PoLyInfo Knowledge
Date published
Updated at
2025-05-03 08:30:23 +0900
Dataset
PoLyInfo Ontology Version 1.1
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Koichi Sakamoto (author) (Search by this author)
National Institute for Materials Science
Keyword
Polymer chemistry knowledge, PoLyInfo, Ontology, BFO, collection - PoLyInfo Knowledge
Date published
Updated at
2025-05-03 08:30:14 +0900
main.pdf
ポリマー探索にAIを活用してみよう
Journal article
Creator
内藤 昌信 (author) (Search by this author)
高分子・バイオ材料研究センター, 物質・材料研究機構
ORCID SAMURAI
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.pdf
NIMS polymer database PoLyInfo (II): machine-readable standardization of polymer knowledge expression
Journal article
Creator
Masashi Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
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 (1).pdf
NIMS polymer database PoLyInfo (I): an overarching view of half a million data points
Journal article
Creator
Masashi Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
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
ORCID SAMURAI
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
Dataset
PoLyInfo Conceptual Schema Version 1.0
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii (author) (Search by this author)
National Institute for Materials Science
ORCID SAMURAI ;
Koichi Sakamoto (author) (Search by this author)
National Institute for Materials Science
Keyword
Polymer chemistry knowledge, PoLyInfo, Conceptual schema, ShEx, collection - PoLyInfo Knowledge
Date published
Updated at
2024-03-27 12:30:25 +0900