# Probabilistic low-margin optical-network design with multiple physical-layer parameter uncertainties

> Research article (Journal of Optical Communications and Networking, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4323355924](https://www.wikidata.org/wiki/openalex:W4323355924)  
**Source**: https://4ort.xyz/entity/probabilistic-low-margin-optical-network-design-with-multiple-physical-layer-parameter-uncertainties