Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks

John Peurifoy, Yichen Shen, Li Jing +6

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…