# Temporal data-driven failure prognostics using BiGRU for optical networks

> Research article (Journal of Optical Communications and Networking, 2020) · cited 37× · AI/ML

**Wikidata**: [openalex:W3043424199](https://www.wikidata.org/wiki/openalex:W3043424199)  
**Source**: https://4ort.xyz/entity/temporal-data-driven-failure-prognostics-using-bigru-for-optical-networks