[11a-E310-1~10] 3.11 Nanoscale optical science and near-field optics

10:00 AM - 10:15 AM JST(1:00 AM - 1:15 AM UTC)

[11a-E310-5] Exploratory research on nanophotonics using generative AI (III) Single-layer circular-dichroic metasurfaces

〇Masanobu Iwanaga¹, Chun-Hao Chiang¹, Ya-Lun Ho¹, Mihir Kumar Sahoo¹, Keisuke Watanabe¹ (1.NIMS)

Keywords:

metasurface,circular dichroism,generative AI

For making use of generative AI for nanophotonics, we built a framework to product metadata specific to nanophotonics based on related published papers and for generative AI to propose candidates for matching a designated purpose. As a trial, we implemented a series of exploration for circular-dichroic (CD) metasurfaces composed of single Si layer. Consequently, we identified CD metasurfaces among a large number of the candidates. At this presentation, we address the mechanism to yield prominent CD effect and the experimental results.