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Meshless optical mode solving using scalable deep deconvolutional neural network

Optical mode solving is of paramount importance in photonic design and discovery. In this paper we propose a deep deconvolutional neural network architecture for a meshless, and resolution scalable optical mode calculations. The solution is arbitrary in wavelengths and applicable for a wide range of...

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Detalles Bibliográficos
Autores principales: Alagappan, G., Png, C. E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9852487/
https://www.ncbi.nlm.nih.gov/pubmed/36658151
http://dx.doi.org/10.1038/s41598-022-25613-4