Simple implementation examples of agent AI on free energy calculation and phase-field simulation

Journal article

Creator

Toshiyuki Koyama (author) (Search by this author)

https://orcid.org/0000-0001-7424-4858 (unauthenticated)

Toshiyuki Koyama ;

Yusuke Matsuoka (author) (Search by this author)

https://orcid.org/0000-0001-5300-1726

NIMS Researchers Directory SAMURAI

Yusuke Matsuoka ;

Akimitsu Ishii (author) (Search by this author)

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