Efficient inverse design and spectrum prediction for nanophotonic devices based on deep recurrent neural networks

Ruoqin Yan, Tao Wang, Xiaoyun Jiang +6

In recent years, the development of nanophotonic devices has presented a revolutionary means to manipulate light at nanoscale. Recently, artificial neural networks (ANNs) have disp…