Generative-AI-assisted knowledge-based augmented exploration in nanophotonics
NIMS author(s)
Introduction to new articles
Nonempirical Exploration and Finding of Novel Nanophotonics Structures Employing Generative AI
We initially used a generative AI and prepared metadeta based on text an figures in papers related to nanophotonics. Based on the metadata, we designated a specific optical feature (circular dichroism, CD) and made the generative AI output the candidates in CAD format. Starting from a group of the CAD information, we implemented a large-scale electromagnetic simulations, and finally and nonempirically found single-layer chiral metasurfaces exhibiting perfect CD.
Fulltext and dataset(s) on Materials Data Repository (MDR)
Created at: 2025-12-20 03:10:01 +0900 Updated at: 2026-09-29 09:58:29 +0900