Design and analysis of guided modes in photonic waveguides using optical neural network

Nusrat Jahan Anika, Md Borhan Mia

We present a deep learning approach using an optical neural network to predict the fundamental modal indices $n_{\mathrm{eff}}$ in a silicon (Si) channel waveguide. We use three inputs…