Instantaneous Property Prediction and Inverse Design of Plasmonic Nanostructures Using Machine Learning: Current Applications and Future Directions

Instantaneous Property Prediction and Inverse Design of Plasmonic Nanostructures Using Machine Learning: Current Applications and Future Directions

Advances in plasmonic materials and devices have given rise to a variety of applications in photocatalysis, microscopy, nanophotonics, and metastructures. With the advent of computing power and artificial neural networks, the characterization and design process of plasmonic nanostructures can be sig...

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Bibliographic Details
Main Authors: Xinkai Xu, Dipesh Aggarwal, Karthik Shankar
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Nanomaterials
Subjects:
machine learning
plasmonic nanostructure
LSPR
metasurfaces
inverse design
genetic algorithms
Online Access:https://www.mdpi.com/2079-4991/12/4/633

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https://www.mdpi.com/2079-4991/12/4/633

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