Nanophotonic particle simulation and inverse design using artificial neural networks

Nanophotonic particle simulation and inverse design using artificial neural networks

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© 2018 SPIE. We propose a method to use artificial neural networks to approximate light scattering by multilayer nanoparticles. We find the network needs to be trained on only a small sampling of the data in order to approximate the simulation to high precision. Once the neural network is trained, i...

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Bibliographic Details
Main Authors: Cano-Renteria, Fidel, Tegmark, Max, Soljacic, Marin, Joannopoulos, John D., Peurifoy, John, Shen, Yichen, Jing, Li, Yang, Yi, DeLacy, Brendan G.
Format: Article
Published: SPIE-Intl Soc Optical Eng 2021
Online Access:https://hdl.handle.net/1721.1/132120

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https://hdl.handle.net/1721.1/132120

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