# Simultaneous gain profile design and noise figure prediction for Raman amplifiers using machine learning

> Research article (Optics Letters, 2021) · cited 17× · AI/ML

**Wikidata**: [openalex:W3112930201](https://www.wikidata.org/wiki/openalex:W3112930201)  
**Source**: https://4ort.xyz/entity/simultaneous-gain-profile-design-and-noise-figure-prediction-for-raman-amplifiers-using-machine-learning