Domain Adaptation for Ageing State Recognition of Cables used in Power Systems. - Nathalie Morette; Thierry Ditchi; Yacine Oussar (ICMLA, 2019)

Leveraging ML-based QoT Tool Parameter Feeding for Accurate WDM Network Performance Prediction. - Nathalie Morette; Ivan Fernandez de Jauregui Ruiz; Yvan Pointurier (OFC, 2021)

On the Robustness of a ML-based Method for QoT Tool Parameter Refinement in Partially Loaded Networks. - Nathalie Morette; Ivan Fernandez de Jauregui Ruiz; Hartmut Hafermann; Yvan Pointurier (OFC, 2022)

QoT Estimation Improvement with Inputs Refinement Tool for C+L Networks. - Xin Yang; Alessio Ferrari 002; Nathalie Morette; Yvan Pointurier (OFC, 2023)

Machine learning enhancement of a digital twin for wavelength division multiplexing network performance prediction leveraging quality of transmission parameter refinement. - Nathalie Morette; Hartmut Hafermann; Yann Frignac; Yvan Pointurier (J. Opt. Commun. Netw., 2023)