154 citations · 159 across the 3 of their papers we have counts for
3 papers
eess.SP2019★ 5 cited
Observing the Effect of Polarization Mode Dispersion on Nonlinear Interference Generation in Wide-Band Optical Links
Dario Pilori, Mattia Cantono, Alessio Ferrari +2
With the extension of the spectral exploitation of optical fibers beyond the C-band, accurate modeling and simulation of nonlinear interference (NLI) generation is of the utmost pe…
physics.app-ph2018
Machine learning-based Raman amplifier design
D. Zibar, A. Ferrari, V. Curri +1
A multi-layer neural network is employed to learn the mapping between Raman gain profile and pump powers and wavelengths. The learned model predicts with high-accuracy, low-latency…
physics.optics2017★ 154 cited
Introducing the Generalized GN-model for Nonlinear Interference Generation including space/frequency variations of loss/gain
Mattia Cantono, Dario Pilori, Alessio Ferrari +1
We develop and present a generalization of the GN-model - the generalized Gaussian noise (GGN) model - to enabling a fair application of GN-model to predict generation of nonlinear…