Inverse design of Raman amplifier in frequency and distance domain using Convolutional Neural Networks

Mehran Soltani, Francesco Da Ros, Andrea Carena +1

We present a Convolutional Neural Network (CNN) architecture for inverse Raman amplifier design. This model aims at finding the pump powers and wavelengths required for a target si…