# Performance comparisons between machine learning and analytical models for quality of transmission estimation in wavelength-division-multiplexed systems [Invited]

> Research article (Journal of Optical Communications and Networking, 2020) · cited 44× · AI/ML

**Wikidata**: [openalex:W3116615680](https://www.wikidata.org/wiki/openalex:W3116615680)  
**Source**: https://4ort.xyz/entity/performance-comparisons-between-machine-learning-and-analytical-models-for-quality-of-transmission-estimation-in-wavelen