Inverse design of nano-photonic wavelength demultiplexer with a deep neural network approach

Mengwei Yuan, Gang Yang, Shijie Song +3

In this paper, we propose a pre-trained-combined neural network (PTCN) as a comprehensive solution to the inverse design of an integrated photonic circuit. By utilizing both the in…