Design of Planar Multilayer Devices for Optical Filtering Using Surrogate Model Based on Artificial Neural Network

Design of Planar Multilayer Devices for Optical Filtering Using Surrogate Model Based on Artificial Neural Network

Artificial intelligence paradigms hold significant potential to advance nanophotonics. This study presents a novel approach to designing a plasmonic absorber using an artificial neural network as a surrogate model in conjunction with a genetic algorithm. The methodology involved numerical simulation...

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Bibliographic Details
Main Authors: Davi F. Rêgo, Fabrício G. S. Silva, Rodrigo C. Gusmão, Vitaly F. Rodriguez-Esquerre
Format: Article
Language:English
Published: MDPI AG 2024-03-01
Series:Optics
Subjects:
photonics
inverse design
finite element method
genetic algorithm
Online Access:https://www.mdpi.com/2673-3269/5/1/9

Internet

https://www.mdpi.com/2673-3269/5/1/9

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