Analysis of the Extremes of SNR Time Series Data Using Extreme Value Statistics. - Josh W. Nevin; Seb J. Savory (OFC, 2021)

Gaussian Process-Driven History Matching for Physical Layer Parameter Estimation in Optical Fiber Communication Networks. - Josh W. Nevin; Sam Nallaperuma; Seb J. Savory (CoRR, 2022)

Interpreting multi-objective reinforcement learning for routing and wavelength assignment in optical networks. - Sam Nallaperuma; Zelin Gan; Josh W. Nevin; Mykyta S. Klymenko; Seb J. Savory (JOCN, 2022)

Techniques for applying reinforcement learning to routing and wavelength assignment problems in optical fiber communication networks. - Josh W. Nevin; Sam Nallaperuma; Nikita A. Shevchenko; Zacharaya Shabka; Georgios Zervas; Seb J. Savory (JOCN, 2022)