Large area optimization of meta-lens via data-free machine learning

Abstract Sub-wavelength diffractive optics, commonly known as meta-optics, present a complex numerical simulation challenge, due to their multi-scale nature. The behavior of constituent sub-wavelength scatterers, or meta-atoms, needs to be modeled by full-wave electromagnetic simulations, whereas th...

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Bibliographic Details
Main Authors: Maksym Zhelyeznyakov, Johannes Fröch, Anna Wirth-Singh, Jaebum Noh, Junsuk Rho, Steve Brunton, Arka Majumdar
Format: Article
Language:English
Published: Nature Portfolio 2023-08-01
Series:Communications Engineering
Online Access:https://doi.org/10.1038/s44172-023-00107-x