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Article and Dataset
Collection
PoLyInfo Knowledge Collection(4)
Resource type
Dataset(4)
Journal article(3)
Keyword
PoLyInfo (7)
Polymer chemistry knowledge (4)
collection - PoLyInfo Knowledge (4)
BFO (3)
Ontology (3)
Conceptual schema (1)
ShEx (1)
Sim2Real (1)
liquid crystalline polymer (1)
machine learning (1)
(more)
License
Creative Commons BY Attribution 4.0 International (7)
File type
application/octet-stream (3)
application/pdf (3)
text/plain (2)
application/zip (1)
Keyword: PoLyInfo
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7 records found.
PoLyInfo Ontology Version 1.2
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii
(author) (
Search by this author
)
https://orcid.org/0000-0003-0357-2832
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Koichi Sakamoto
(author) (
Search by this author
)
National Institute for Materials Science
Koichi Sakamoto
Keyword
Polymer chemistry knowledge
,
PoLyInfo
,
Ontology
,
BFO
,
collection - PoLyInfo Knowledge
Date published
Updated at
2025-05-03 08:30:23 +0900
PoLyInfo Ontology Version 1.1
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii
(author) (
Search by this author
)
https://orcid.org/0000-0003-0357-2832
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Koichi Sakamoto
(author) (
Search by this author
)
National Institute for Materials Science
Koichi Sakamoto
Keyword
Polymer chemistry knowledge
,
PoLyInfo
,
Ontology
,
BFO
,
collection - PoLyInfo Knowledge
Date published
Updated at
2025-05-03 08:30:14 +0900
PoLyInfo Ontology Version 1.0
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii
(author) (
Search by this author
)
https://orcid.org/0000-0003-0357-2832
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Koichi Sakamoto
(author) (
Search by this author
)
National Institute for Materials Science
Koichi Sakamoto
Keyword
Polymer chemistry knowledge
,
PoLyInfo
,
Ontology
,
BFO
,
collection - PoLyInfo Knowledge
Date published
Updated at
2024-03-26 10:19:11 +0900
Discovery of liquid crystalline polymers with high thermal conductivity using machine learning
Journal article
Creator
Hayato Maeda
(author) (
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)
https://orcid.org/0009-0004-1662-8000
(unauthenticated)
Hayato Maeda
;
Stephen Wu
(author) (
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)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
Stephen Wu
;
Rika Marui
(author) (
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)
https://orcid.org/0009-0009-2506-1196
(unauthenticated)
Rika Marui
;
Erina Yoshida
(author) (
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)
Erina Yoshida
;
Kan Hatakeyama-Sato
(author) (
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)
Kan Hatakeyama-Sato
;
Yuta Nabae
(author) (
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)
Yuta Nabae
;
Shiori Nakagawa
(author) (
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)
Shiori Nakagawa
;
Meguya Ryu
(author) (
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)
Meguya Ryu
;
Ryohei Ishige
(author) (
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)
Ryohei Ishige
;
Yoh Noguchi
(author) (
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)
Yoh Noguchi
;
Yoshihiro Hayashi
(author) (
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)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
Yoshihiro Hayashi
;
Masashi Ishii
(author) (
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)
https://orcid.org/0000-0003-0357-2832
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Isao Kuwajima
(author) (
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)
https://orcid.org/0000-0002-5994-3834
NIMS Researchers Directory SAMURAI
Isao Kuwajima
;
Felix Jiang
(author) (
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)
Felix Jiang
;
Xuan Thang Vu
(author) (
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)
Xuan Thang Vu
;
Sven Ingebrandt
(author) (
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)
https://orcid.org/0000-0002-0405-2727
(unauthenticated)
Sven Ingebrandt
;
Masatoshi Tokita
(author) (
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)
Masatoshi Tokita
;
Junko Morikawa
(author) (
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)
https://orcid.org/0000-0002-9530-9478
(unauthenticated)
Junko Morikawa
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
Ryo Yoshida
;
Teruaki Hayakawa
(author) (
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)
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
Scaling Law of Sim2Real transfer learning in expanding computational materials databases for real-world predictions
Journal article
Creator
Shunya Minami
(author) (
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)
https://orcid.org/0000-0002-3566-817X
(unauthenticated)
Shunya Minami
;
Yoshihiro Hayashi
(author) (
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)
https://orcid.org/0000-0002-7650-4083
(unauthenticated)
Yoshihiro Hayashi
;
Stephen Wu
(author) (
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)
https://orcid.org/0000-0002-7847-8106
(unauthenticated)
Stephen Wu
;
Kenji Fukumizu
(author) (
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)
Kenji Fukumizu
;
Hiroki Sugisawa
(author) (
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)
Hiroki Sugisawa
;
Masashi Ishii
(author) (
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)
https://orcid.org/0000-0003-0357-2832
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Isao Kuwajima
(author) (
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)
https://orcid.org/0000-0002-5994-3834
NIMS Researchers Directory SAMURAI
Isao Kuwajima
;
Kazuya Shiratori
(author) (
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)
Kazuya Shiratori
;
Ryo Yoshida
(author) (
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)
https://orcid.org/0000-0001-8092-0162
(unauthenticated)
Ryo Yoshida
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
PoLyInfo Conceptual Schema Version 1.0
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii
(author) (
Search by this author
)
https://orcid.org/0000-0003-0357-2832
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Koichi Sakamoto
(author) (
Search by this author
)
National Institute for Materials Science
Koichi Sakamoto
Keyword
Polymer chemistry knowledge
,
PoLyInfo
,
Conceptual schema
,
ShEx
,
collection - PoLyInfo Knowledge
Date published
Updated at
2024-03-27 12:30:25 +0900
Revealing factors influencing polymer degradation with rank-based machine learning
Journal article
Creator
Weilin Yuan
(author) (
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)
Weilin Yuan
;
Yusuke Hibi
(author) (
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)
https://orcid.org/0000-0003-4006-1070
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yusuke Hibi
;
Ryo Tamura
(author) (
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)
https://orcid.org/0000-0002-0349-358X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Ryo Tamura
;
Masato Sumita
(author) (
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)
Masato Sumita
;
Yasuyuki Nakamura
(author) (
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)
https://orcid.org/0000-0003-0078-6413
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Yasuyuki Nakamura
;
Masanobu Naito
(author) (
Search by this author
)
https://orcid.org/0000-0001-7198-819X
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masanobu Naito
;
Koji Tsuda
(author) (
Search by this author
)
https://orcid.org/0000-0002-4288-1606
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Koji Tsuda
Keyword
polymer degradation
,
rank-based machine learning
,
PoLyInfo
Date published
2023-09-25
Updated at
2024-01-05 22:12:08 +0900
Keyword
PoLyInfo
(7)
Polymer chemistry knowledge
(4)
collection - PoLyInfo Knowledge
(4)
BFO
(3)
Ontology
(3)
Conceptual schema
(1)
ShEx
(1)
Sim2Real
(1)
liquid crystalline polymer
(1)
machine learning
(1)
molecular dynamics simulation
(1)
polymer degradation
(1)
rank-based machine learning
(1)
scaling law of simulation- to-real
(1)
thermal conductivity
(1)
transfer learning
(1)
RDE metadata def
RDE invoice schema
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1
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