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

27 citations · 27 across the 1 of their papers we have counts for

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1 paper

physics.optics2022★ 27 cited

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…