Spectral and spatial power evolution design with machine learning-enabled Raman amplification

Mehran Soltani, Francesco Da Ros, Andrea Carena +1

We present a machine learning (ML) framework for designing desired signal power profiles over the spectral and spatial domains in the fiber span. The proposed framework adjusts the…