Group refractive index via auto-differentiation and neural networks

In this article, using principles of automatic differentiation, we demonstrate a generic deep learning representation of group refractive index for photonic channel waveguides. It enables evaluation of group refractive indices in a split of second, without any traditional numerical calculations. Tra...

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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:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10023661/
https://www.ncbi.nlm.nih.gov/pubmed/36932110
http://dx.doi.org/10.1038/s41598-023-29952-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10023661/
https://www.ncbi.nlm.nih.gov/pubmed/36932110
http://dx.doi.org/10.1038/s41598-023-29952-8

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