Back-propagation optimization and multi-valued artificial neural networks for highly vivid structural color filter metasurfaces

We introduce a novel technique for designing color filter metasurfaces using a data-driven approach based on deep learning. Our innovative approach employs inverse design principles to identify highly efficient designs that outperform all the configurations in the dataset, which consists of 585 dist...

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Detalles Bibliográficos
Autores principales: Clini de Souza, Arthur, Lanteri, Stéphane, Hernández-Figueroa, Hugo Enirique, Abbarchi, Marco, Grosso, David, Kerzabi, Badre, Elsawy, Mahmoud
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10695957/
https://www.ncbi.nlm.nih.gov/pubmed/38049444
http://dx.doi.org/10.1038/s41598-023-48064-x

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10695957/
https://www.ncbi.nlm.nih.gov/pubmed/38049444
http://dx.doi.org/10.1038/s41598-023-48064-x

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