Detection, Localization and Emulation of Environmental Activities Using SOP Monitoring of IMDD Optical Data Channels. - Emanuele Virgillito; Stefano Straullu; Francesco Aquilino; Rudi Bratovich; Hasan Awad; Roberto Proietti; Andrea D'Amico; Rosanna Pastorelli; Vittorio Curri (ICTON, 2023)

Disaggregated SCI Estimation for QoT-E in Mixed Fibers Network Segments. - Emanuele Virgillito; Andrea Castoldi; Andrea D'Amico; Stefano Straullu; Rudi Bratovich; Francisco M. Rodriguez; Andrea Bovio; Rosanna Pastorelli; Vittorio Curri (OFC, 2023)

Road Traffic Detection with a LSTM Autoencoder using State of Polarization on Deployed Metropolitan Fiber Cable. - Fehmida Usmani; Andrea D'Amico; Rudi Bratovich; Martinez R. Fransisco; Stefano Straullu; Emanuele Virgillito; Francesco Aquilino; Rosanna Pastorelli; Vittorio Curri (ONDM, 2023)

Detection and Localization of Metropolitan Anthropic Activities by SOP Monitoring of IM-DD Optical Data Channels. - Emanuele Virgillito; Stefano Straullu; Francesco Aquilino; Rudi Bratovich; Hasan Awad; Roberto Proietti; Fransisco M. Rodriguez; Rosanna Pastorelli; Vittorio Curri (PSC, 2023)

A Machine Learning-Driven Smart Optical Network Grid for Earthquake Early Warning. - Hasan Awad; Fehmida Usmani; Emanuele Virgillito; Rudi Bratovich; Roberto Proietti; Stefano Straullu; Rosanna Pastorelli; Vittorio Curri (ICTON, 2024)

Earthquake Early Warning through Terrestrial Optical Networks: A Bi-GRU Attention Model Approach on SOP Data. - Fehmida Usmani; Hasan Awad; Emanuele Virgillito; Rudi Bratovich; Stefano Straullu; Francesco Aquilino; Roberto Proietti; Rosanna Pastorelli; Vittorio Curri (OFC, 2024)

Environmental Surveillance through Machine Learning-Empowered Utilization of Optical Networks. - Hasan Awad; Fehmida Usmani; Emanuele Virgillito; Rudi Bratovich; Roberto Proietti; Stefano Straullu; Francesco Aquilino; Rosanna Pastorelli; Vittorio Curri (Sensors, 2024)

Experimental Validation for Early Earthquake Detection Using Transfer Learning. - Hasan Awad; Fehmida Usmani; Stefano Straullu; Rudi Bratovich; Emanuele Virgillito; Francesco Aquilino; Roberto Proietti; Vittorio Curri (OFC, 2025)

Experimental Validation on Using Optical Network-as-a-Sensor for Earthquake Early Warning. - Hasan Awad; Rudi Bratovich; Stefano Straullu; Fehmida Usmani; Emanuele Virgillito; Francesco Aquilino; Roberto Proietti; Francesco Carpentieri; Marianna Hovsepyan; Stefano Gastaldello; Vittorio Curri (ONDM, 2025)