# Machine learning enhancement of a digital twin for wavelength division multiplexing network performance prediction leveraging quality of transmission parameter refinement

> Research article (Journal of Optical Communications and Networking, 2023) · cited 33× · AI/ML

**Wikidata**: [openalex:W4365510851](https://www.wikidata.org/wiki/openalex:W4365510851)  
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