# Deep neural network based OSNR and availability predictions for multicast light-trees in optical WDM networks

> Research article (Optics Express, 2020) · cited 17× · AI/ML

**Wikidata**: [openalex:W3009067229](https://www.wikidata.org/wiki/openalex:W3009067229)  
**Source**: https://4ort.xyz/entity/deep-neural-network-based-osnr-and-availability-predictions-for-multicast-light-trees-in-optical-wdm-networks