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Modified variational autoencoder for inversely predicting plasmonic nanofeatures for generating structural color

We apply a modified variational autoencoder (VAE) regressor for inversely retrieving the topological parameters of the building blocks of plasmonic composites for generating structural colors as per requirement. We demonstrate results of a comparison study between inverse models based on generative...

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Detalles Bibliográficos
Autores principales: Pillai, Prajith, Rai, Beena, Pal, Parama
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9981595/
https://www.ncbi.nlm.nih.gov/pubmed/36864081
http://dx.doi.org/10.1038/s41598-023-30069-1