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A Deep Neural Network Near-Universal Dielectric Meta-Atom Generator

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Abstract

Dielectric meta-atoms enable ultra-thin optical devices but have complex electromagnetic responses. Neural networks mitigate the complexity but have had limited predictive scope. We present a network for near-arbitrary materials and spectral regimes.

© 2021 The Author(s)

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