14 citations · 16 across the 3 of their papers we have counts for
3 papers
physics.comp-ph2017★ 1 cited
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…
cs.LG2017★ 14 cited
Gated Orthogonal Recurrent Units: On Learning to Forget
Li Jing, Caglar Gulcehre, John Peurifoy +4
We present a novel recurrent neural network (RNN) based model that combines the remembering ability of unitary RNNs with the ability of gated RNNs to effectively forget redundant/i…
physics.optics2015★ 1 cited
Air-compatible Broadband Angular Selective Material Systems
Yichen Shen, Chia-Wei Hsu, John D Joannopoulos +1
An optical broadband angular selective filter achieved by stacking of one-dimensional photonic crystals has promising potential in various applications. In this report, we demonstr…