Region-specified inverse design of absorption and scattering in nanoparticles by using machine learning

Region-specified inverse design of absorption and scattering in nanoparticles by using machine learning

Machine learning provides a promising platform for both forward modeling and the inverse design of photonic structures. Relying on a data-driven approach, machine learning is especially appealing for situations when it is not feasible to derive an analytical solution for a complex problem. There has...

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Bibliographic Details
Main Authors: Alex Vallone, Nooshin M Estakhri, Nasim Mohammadi Estakhri
Format: Article
Language:English
Published: IOP Publishing 2023-01-01
Series:JPhys Photonics
Subjects:
machine learning
convolutional neural networks
nanoparticles
scattering
absorption
inverse design
Online Access:https://doi.org/10.1088/2515-7647/acc7e5

Internet

https://doi.org/10.1088/2515-7647/acc7e5

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