# A Grey-box Launch-profile Aware Model for C+L Band Raman Amplification

arXiv: https://arxiv.org/abs/2206.12416 · HTML: https://mlsanity.com/paper/2206.12416/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- Builds on 0 of its 7 references that are in the map.
- First posted on arXiv 24 Jun 2022.

## Abstract (arXiv)

Based on the physical features of Raman amplification, we propose a three-step modelling scheme based on neural networks (NN) and linear regression. Higher accuracy, less data requirements and lower computational complexity are demonstrated through simulations compared with the pure NN-based method.