Nanophotonic particle simulation and inverse design using artificial neural networks
© 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...
| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Published: |
SPIE-Intl Soc Optical Eng
2021
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| Online Access: | https://hdl.handle.net/1721.1/132120 |