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Simple implementation examples of agent AI on free energy calculation and phase-field simulation
Journal article
Creator
Toshiyuki Koyama
(author) (
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https://orcid.org/0000-0001-7424-4858
(unauthenticated)
Toshiyuki Koyama
;
Yusuke Matsuoka
(author) (
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https://orcid.org/0000-0001-5300-1726
NIMS Researchers Directory SAMURAI
Yusuke Matsuoka
;
Akimitsu Ishii
(author) (
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https://orcid.org/0000-0002-9261-4047
NIMS Researchers Directory SAMURAI
Akimitsu Ishii
Keyword
generative AI
,
LLM
,
LangGraph
,
Gibbs energy
,
Phase-field method
,
Jarzynski equality
Date published
2026-12-31
Updated at
2026-02-08 08:30:08 +0900
PoLyInfo Ontology Version 1.0
Dataset
Collection
PoLyInfo Knowledge Collection
Creator
Masashi Ishii
(author) (
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https://orcid.org/0000-0003-0357-2832
National Institute for Materials Science
NIMS Researchers Directory SAMURAI
Masashi Ishii
;
Koichi Sakamoto
(author) (
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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
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Polymer chemistry knowledge
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collection - PoLyInfo Knowledge
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generative AI
(1)
RDE metadata def
RDE invoice schema
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PoLyInfo Knowledge Collection(1)
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