# Modeling EDFA Gain Ripple and Filter Penalties With Machine Learning for Accurate QoT Estimation

> Research article (Journal of Lightwave Technology, 2020) · cited 71× · AI/ML

**Wikidata**: [openalex:W3008715599](https://www.wikidata.org/wiki/openalex:W3008715599)  
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