Wavelength Controllable Forward Prediction and Inverse Design of Nanophotonic Devices Using Deep Learning

Yuchen Song, Danshi Wang, Han Ye +2

A deep learning-based wavelength controllable forward prediction and inverse design model of nanophotonic devices is proposed. Both the target time-domain and wavelength-domain inf…