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9 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
Article
Creator
Koichi Sakamoto ; Masashi Ishii SAMURAI ORCID
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
Article
Creator
Hayato Maeda ORCID ; Stephen Wu ORCID ; Rika Marui ORCID ; Erina Yoshida ; Kan Hatakeyama-Sato ; Yuta Nabae ; Shiori Nakagawa ; Meguya Ryu ; Ryohei Ishige ; Yoh Noguchi ; Yoshihiro Hayashi ORCID ; Masashi Ishii SAMURAI ORCID ; Isao Kuwajima SAMURAI ORCID ; Felix Jiang ; Xuan Thang Vu ; Sven Ingebrandt ORCID ; Masatoshi Tokita ; Junko Morikawa ORCID ; Ryo Yoshida ORCID ; Teruaki Hayakawa
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
Article
Creator
Shunya Minami ORCID ; Yoshihiro Hayashi ORCID ; Stephen Wu ORCID ; Kenji Fukumizu ; Hiroki Sugisawa ; Masashi Ishii SAMURAI ORCID ; Isao Kuwajima SAMURAI ORCID ; Kazuya Shiratori ; Ryo Yoshida 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
main.pdf
ポリマー探索にAIを活用してみよう
Article
Creator
内藤 昌信 SAMURAI ORCID
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
Article
Creator
Masashi Ishii SAMURAI ORCID ; Takuro Ito ; Koichi Sakamoto
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
Article
Creator
Masashi Ishii SAMURAI ORCID ; Takuro Ito ; Hiroko Sado ; Isao Kuwajima SAMURAI ORCID
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
1-s2.0-S2666389923002258-main.pdf
Revealing factors influencing polymer degradation with rank-based machine learning
Article
Creator
Weilin Yuan ; Yusuke Hibi SAMURAI ORCID ; Ryo Tamura SAMURAI ORCID ; Masato Sumita ; Yasuyuki Nakamura SAMURAI ORCID ; Masanobu Naito SAMURAI ORCID ; Koji Tsuda SAMURAI ORCID
Keyword
polymer degradation, rank-based machine learning, PoLyInfo
Date published
2023-09-25
Updated at
2024-01-05 22:12:08 +0900
Front-Line-5P-ISHII-著者版.pdf
PoLyInfoと機械学習
Article
Creator
石井 真史 SAMURAI ORCID
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
SC2019-9(nims-3).pdf
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 -
Article
Collection
The history of DICE and NIMS Digital Library
Creator
谷藤 幹子 ORCID ; 竹村 太郎 SAMURAI ORCID ; 石井 真史 SAMURAI ORCID
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