A Probabilistic Low Complexity Digital Twin for Optical Networks
We propose a digital twin framework to assess the parameters' probability distributions instead of simple expected values. We assess its accuracy, and we further show that its complexity scales linearly with the number of parameters.
Authors
- Antonio Massaro (ORCID: https://orcid.org/0000-0003-2002-8687)
- Pétros Ramantanis (ORCID: https://orcid.org/0000-0001-6552-6503)
- Davide Rinaldi
Publication Details
- Published
- 2025-06-29
- DOI
- https://doi.org/10.23919/oecc/psc62146.2025.11110058
- Primary Topic
- Semiconductor Lasers and Optical Devices
- Type
- article
- Field-Weighted Citation Impact
- 0.00