ジャーナル論文 Single-Layer Diverse Chiral Metasurfaces Driven by Generative AI
Masanobu Iwanaga (author) (この著者で検索)
ORCID https://orcid.org/0000-0002-8930-6940
National Institute for Materials Science Research Center for Electronic and Optical Materials/Optical Materials Field/Nanophotonics Group
SAMURAI NIMS Researchers Directory SAMURAI
ORCID SAMURAI ;
Mihir Kumar Sahoo (author) (この著者で検索)
ORCID https://orcid.org/0000-0003-1397-0703 (unauthenticated)
National Institute for Materials Science Research Center for Electronic and Optical Materials/Optical Materials Field/Nanophotonics Group
ORCID ;
Chun-Hao Chiang (author) (この著者で検索)
ORCID https://orcid.org/0000-0002-9066-4657 (unauthenticated)
National Institute for Materials Science International Center for Young Scientists
ORCID ;
Ya-Lun Ho (author) (この著者で検索)
ORCID https://orcid.org/0000-0001-8274-5978
National Institute for Materials Science Research Center for Electronic and Optical Materials/Optical Materials Field/Nanophotonics Group
SAMURAI NIMS Researchers Directory SAMURAI
ORCID SAMURAI ;
Keisuke Watanabe (author) (この著者で検索)
ORCID https://orcid.org/0000-0002-4285-2135
National Institute for Materials Science Research Center for Materials Nanoarchitectonics (MANA)/Semiconductor Materials Field/Photonics Nano Engineering Group
SAMURAI NIMS Researchers Directory SAMURAI
ORCID SAMURAI
コレクション

引用
Masanobu Iwanaga, Mihir Kumar Sahoo, Chun-Hao Chiang, Ya-Lun Ho, Keisuke Watanabe. Single-Layer Diverse Chiral Metasurfaces Driven by Generative AI. NANO LETTERS. 2026, 26 (44), 15483-15489. https://doi.org/10.1021/acs.nanolett.6c04776

説明:

(abstract)

Optical chirality has been extensively explored in chiral molecules, helical structures, and metasurfaces with bound states in the continuum. Attempts to attain chirality have mainly relied on human intuition and ideas. Here, we show various types of single-layer silicon-nanostructured metasurfaces exhibiting prominent circular dichroism (CD) containing perfect, broadband, and opposite CD responses at short near-infrared wavelengths. The designs were obtained based on a generative-AI-assisted structural search for chiral metasurfaces, enabling a series of non-empirical structural searches beyond the boundary of human knowledge and experience. The physical mechanisms yielding the outstanding CD responses are elucidated from detailed insights into subwavelength electromagnetic dynamics in the single-layer metasurfaces. Furthermore, we experimentally demonstrate several metasurfaces. This type of single-layer thin CD metasurfaces serves as a key element in the development of compact optical-wave-manipulating devices at telecommunication bands.

権利情報:

キーワード: chiral metasurface, single-layer metasurface, silicon, circular dichroism, generative AI

刊行年月日: 2026-11-11

出版者: American Chemical Society (ACS)

掲載誌:

  • NANO LETTERS (ISSN: 15306984) vol. 26 issue. 44 p. 15483-15489

研究助成金:

  • Japan Society for the Promotion of Science JP24H01389
  • National Institute for Materials Science

原稿種別: 出版者版 (Version of record)

MDR DOI:

公開URL: https://doi.org/10.1021/acs.nanolett.6c04776

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更新時刻: 2026-11-12 09:24:04 +0900

MDRでの公開時刻: 2026-11-12 10:43:31 +0900

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