Exploring utilization of generative AI for research and education in data-driven materials science
- Journal article
- Creator
-
Takahiro Misawa (author) (Search by this author)
https://orcid.org/0000-0001-6799-6672
(unauthenticated)
;
;Ai Koizumi (author) (Search by this author)Ryo Tamura (author) (Search by this author)
;
Kazuyoshi Yoshimi (author) (Search by this author) - Keyword
- generative AI
- Date published
- 2025-12-31
- Updated at
- 2025-10-02 12:30:17 +0900
Generative-AI-assisted knowledge-based augmented exploration in nanophotonics
- Journal article
- Creator
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Masanobu Iwanaga (author) (Search by this author)Research Center for Electronic and Optical Materials/Optical Materials Field/Nanophotonics Group, National Institute for Materials Science
;
Keisuke Watanabe (author) (Search by this author)Research Center for Materials Nanoarchitectonics (MANA)/Semiconductor Materials Field/Photonics Nano Engineering Group, National Institute for Materials Science
- Keyword
- generative AI, retrieval augmented generation, nonempirical exploration, nanophotonics, chiral metasurface, circular dichroism
- Date published
- 2025-12-31
- Updated at
- 2025-12-19 16:31:37 +0900
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)
;
Yusuke Matsuoka (author) (Search by this author)
;
Akimitsu Ishii (author) (Search by this author)
- 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