# Machine-Learning-Based Lightpath QoT Estimation and Forecasting

> Research article (Journal of Lightwave Technology, 2022) · cited 35× · AI/ML

**Wikidata**: [openalex:W4226027133](https://www.wikidata.org/wiki/openalex:W4226027133)  
**Source**: https://4ort.xyz/entity/machine-learning-based-lightpath-qot-estimation-and-forecasting