Classification of Intensity Distributions of Transmission Eigenchannels of Disordered Nanophotonic Structures Using Machine Learning

Classification of Intensity Distributions of Transmission Eigenchannels of Disordered Nanophotonic Structures Using Machine Learning

Light-matter interaction optimization in complex nanophotonic structures is a critical step towards the tailored performance of photonic devices. The increasing complexity of such systems requires new optimization strategies beyond intuitive methods. For example, in disordered photonic structures, t...

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Bibliographic Details
Main Authors: Raktim Sarma, Abigail Pribisova, Bjorn Sumner, Jayson Briscoe
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Applied Sciences
Subjects:
machine learning
classification
disordered nanophotonics
open channels
Online Access:https://www.mdpi.com/2076-3417/12/13/6642

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