Synergetical Use of Analytical Models and Machine-Learning for Data Transport Abstraction in Open Optical Networks. - Vittorio Curri; Andrea D'Amico; Stefano Straullu (ICTON, 2019)

Propagation Effects in Mixed 10G-100G Dispersion Managed Optical Links. - Emanuele Virgillito; Andrea Castoldi; Andrea D'Amico; Stefano Straullu; Silvio Abrate; Rosanna Pastorelli; Vittorio Curri (ICTON, 2019)

Observing and Modeling Wideband Generation of Non-Linear Interference. - Emanuele Virgillito; Andrea D'Amico; Alessio Ferrari 002; Vittorio Curri (ICTON, 2019)

Quality of Transmission Estimation for Network Planning: how to handle single-channel nonlinear effects? - Andrea D'Amico; Elliot London; Emanuele Virgillito; Antonio Napoli; Vittorio Curri (CoRR, 2019)

The GNPy Open Source Library of Applications for Software Abstraction of WDM Data Transport in Open Optical Networks. - Alessio Ferrari 002; Jan Kundrát; Esther Le Rouzic; Mark Filer; Andrea Campanella; Andrea D'Amico; Karthikeyan Balasubramanian; Yawei Yin; Ondrej Havlis; Michal Hazlinsky; Josef Vojtech; Jean-Luc Augé; et al. (NetSoft, 2020)

Load Aware Raman Gain Profile Prediction in Dynamic Multi-Band Optical Networks. - A. Margareth Rosa Brusin; Uiara C. de Moura; Andrea D'Amico; Vittorio Curri; Darko Zibar; Andrea Carena (OFC, 2020)

Softwarized and Autonomous Raman Amplifiers in Multi-Band Open Optical Networks. - Giacomo Borraccini; Alessio Ferrari 002; Stefano Straullu; Antonino Nespola; Andrea D'Amico; Stefano Piciaccia; Gabriele Galimberti; Alberto Tanzi; Silvia Turolla; Vittorio Curri (ONDM, 2020)

Quality of Transmission Estimation for Planning of Disaggregated Optical Networks. - Andrea D'Amico; Elliot London; Emanuele Virgillito; Antonio Napoli; Vittorio Curri (ONDM, 2020)

Using machine learning in an open optical line system controller. - Andrea D'Amico; Stefano Straullu; Antonino Nespola; Ihtesham Khan; Elliot London; Emanuele Virgillito; Stefano Piciaccia; Aberto Tanzi; Gabriele Galimberti; Vittorio Curri (JOCN, 2020)

Autonomous Physical Layer Characterization in Cognitive Optical Line Systems. - Giacomo Borraccini; Stefano Straullu; Andrea D'Amico; Antonino Nespola; Stefano Piciaccia; Alberto Tanzi; Gabriele Galimberti; Vittorio Curri (OFC, 2021)

QoT-E Driven Optimized Amplifier Control in Disaggregated Optical Networks. - Giacomo Borraccini; Stefano Straullu; Andrea D'Amico; Emanuele Virgillito; Lalit Kumar; Stefano Piciaccia; Stefano Bottacchi; Scott Swail; Gabriele Galimberti; Vittorio Curri (OFC, 2021)

GNPy experimental validation on flex-grid, flex-rate WDM optical transport scenarios. - Andrea D'Amico; Elliot London; Bertrand Le Guyader; Florian Frank 005; Esther Le Rouzic; Erwan Pincemin; Nicolas Brochier; Vittorio Curri (OFC, 2021)

GNPy & YANG: Open APIs for End-to-End Service Provisioning in Optical Networks. - Jan Kundrát; Esther Le Rouzic; Jonas Mårtensson 002; Andrea Campanella; Ondrej Havlis; Andrea D'Amico; Gert Grammel; Gabriele Galimberti; Vittorio Curri; Josef Vojtech (OFC, 2021)

Single- vs. Multi-Band Optimized Power Control in C+L WDM 400G Line Systems. - Emanuele Virgillito; Elliot London; Andrea D'Amico; Bruno Correia; Antonio Napoli; Vittorio Curri (OFC, 2021)

Inter-Band GSNR Degradations and Leading Impairments in C+L Band 400G Transmission. - Andrea D'Amico; Elliot London; Emanuele Virgillito; Antonio Napoli; Vittorio Curri (ONDM, 2021)

Cognitive and autonomous QoT-driven optical line controller. - Giacomo Borraccini; Andrea D'Amico; Stefano Straullu; Antonino Nespola; Stefano Piciaccia; Alberto Tanzi; Gabriele Galimberti; Stefano Bottacchi; Scott Swail; Vittorio Curri (JOCN, 2021)

Autonomous Raman amplifiers in multi-band software-defined optical transport networks. - Giacomo Borraccini; Stefano Straullu; Andrea D'Amico; Antonino Nespola; Stefano Piciaccia; Alberto Tanzi; Gabriele Galimberti; Vittorio Curri (JOCN, 2021)

Lightpath QoT computation in optical networks assisted by transfer learning. - Ihtesham Khan; Muhammad Bilal; Muhammad Umar Masood; Andrea D'Amico; Vittorio Curri (JOCN, 2021)

Enhancing Lightpath QoT Computation With Machine Learning in Partially Disaggregated Optical Networks. - Andrea D'Amico; Stefano Straullu; Giacomo Borraccini; Elliot London; Stefano Bottacchi; Stefano Piciaccia; Alberto Tanzi; Antonino Nespola; Gabriele Galimberti; Scott Swail; Vittorio Curri (IEEE Open J. Commun. Soc., 2021)

Machine Learning Approach to Predict Metastasis in Lung Cancer Based on Radiomic Features. - Krzysztof Fujarewicz; Agata Wilk; Damian Borys; Andrea D'Amico; Rafal Suwinski; Andrzej Swierniak (ACIIDS (2), 2022)

Potential of Radiomics Features for Predicting Time to Metastasis in NSCLC. - Agata Wilk; Damian Borys; Krzysztof Fujarewicz; Andrea D'Amico; Rafal Suwinski; Andrzej Swierniak (ACIIDS (2), 2022)

Multi-band Optical Network Assisted by GNPy: an Experimental Demonstration. - Mariano Devigili; Pantea Nadimi Goki; Nicola Sambo; Piero Castoldi; Luca Potì; Andrea D'Amico; Vittorio Curri (LATINCOM, 2022)

QoT-Driven Optical Control and Data Plane in Multi-Vendor Disaggregated Networks. - Giacomo Borraccini; Stefano Straullu; Alessio Giorgetti; Rocco D'Ingillo; Davide Scano; Andrea D'Amico; Emanuele Virgillito; Antonino Nespola; Nicola Sambo; Filippo Cugini; Vittorio Curri (OFC, 2022)

GNPy Experimental Validation for Nyquist Subcarriers Flexible Transmission up to 800 G. - Andrea D'Amico; Bertrand Le Guyader; Florian Frank 005; Esther Le Rouzic; Erwan Pincemin; Antonio Napoli; Han Sun; Bernhard Spinnler; Nicolas Brochier; Vittorio Curri (OFC, 2022)

LYNX: A GNPy-based web application for multi-vendor optical network planning. - Mohammad Saad Raza; Andrea D'Amico; Fehmida Usmani; Sami Mansoor Alavi; Muhammad Ali Taimoor; Vittorio Curri; Arsalan Ahmad (OFC, 2022)

Experimental validation of GNPy in a multi-vendor flex-grid flex-rate WDM optical transport scenario. - Andrea D'Amico; Elliot London; Bertrand Le Guyader; Florian Frank 005; Esther Le Rouzic; Erwan Pincemin; Nicolas Brochier; Vittorio Curri (JOCN, 2022)

Spatially disaggregated model for self-channel interference in mixed fiber optical network segments. - Emanuele Virgillito; Andrea Castoldi; Andrea D'Amico; Stefano Straullu; Andrea Bovio; Rosanna Pastorelli; Vittorio Curri (JOCN, 2022)

Autonomous Equalization of Independent Open ROADMs via NETCONF Protocol. - Renato Ambrosone; Rocco D'Ingillo; Giacomo Borraccini; Stefano Straullu; Andrea D'Amico; Emanuele Virgillito; Alessio Giorgetti; Vittorio Curri (ICTON, 2023)

Observing Disaggregated Cross-Channel NLI Generation in Dispersion-Managed Links. - Elliot London; Emanuele Virgillito; Andrea D'Amico; Vittorio Curri (ICTON, 2023)

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 Optical Network Orchestration based on the Physical Layer Digital Twin. - Giacomo Borraccini; Renato Ambrosone; Alessio Giorgetti; Stefano Straullu; Francesco Aquilino; Emanuele Virgillito; Andrea D'Amico; Rocco D'Ingillo; Nicola Sambo; Filippo Cugini; Vittorio Curri (OFC, 2023)

Experimental Probing and Modeling of the PDL Impact on the Optical Signal-to-Noise Ratio. - Andrea D'Amico; Giacomo Borraccini; Stefano Straullu; Francesco Aquilino; Stefano Piciaccia; Alberto Tanzi; Gabriele Galimberti; Vittorio Curri (OFC, 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)

Local vs. Global Optimization for Optical Line System Control in Disaggregated Networks. - Giacomo Borraccini; Andrea D'Amico; Stefano Straullu; Francesco Aquilino; Stefano Piciaccia; Alberto Tanzi; Gabriele Galimberti; Vittorio Curri (ONDM, 2023)

Modeling Transceiver BER-OSNR Characteristic for QoT Estimation in Short-Reach Systems. - Toru Mano; Andrea D'Amico; Emanuele Virgillito; Giacomo Borraccini; Yue-Kai Huang; Kazuya Anazawa; Hideki Nishizawa; Ting Wang 016; Koji Asahi; Vittorio Curri (ONDM, 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)

Improving the Predictive Ability of Radiomics-Based Regression Survival Models Through Incorporating Multiple Regions of Interest. - Agata Malgorzata Wilk; Emilia Kozlowska; Damian Borys; Andrea D'Amico; Izabela Gorczewska; Iwona Debosz-Suwinska; Seweryn Galecki; Krzysztof Fujarewicz; Rafal Suwinski; Andrzej Swierniak (PCBBE, 2023)

Open Line Controller Architecture in Partially Disaggregated Optical Networks. - Renato Ambrosone; Giacomo Borraccini; Andrea D'Amico; Stefano Straullu; Francesco Aquilino; Dirk Breuer; Rainer Schatzmayr; Gert Grammel; Vittorio Curri (PSC, 2023)

Challenges in Modeling and Controlling WDM Transmission in Multiband Optical Networks. - Vittorio Curri; Bruno Correia; Andrea D'Amico (PSC, 2023)

Disaggregated Statistical Characterization of the PDL Impairment on the Optical Signal-to-Noise Ratio. - Andrea D'Amico; Giacomo Borraccini; Stefano Straullu; Francesco Aquilino; Stefano Piciaccia; Alberto Tanzi; Gabriele Galimberti; Vittorio Curri (PSC, 2023)

Machine Learning Aided Control of Ultra-Wideband Indium Phosphide IQ Mach-Zehnder Modulators. - Rocco D'Ingillo; Andrea D'Amico; Fehmida Usmani; Giacomo Borraccini; Stefano Straullu; Rocco Siano; Michele Belmonte; Vittorio Curri (PSC, 2023)

Introducing the Perturbative Solution of the Inter-Channel Stimulated Raman Scattering in Single-Mode Optical Fibers. - Andrea D'Amico; Giacomo Borraccini; Vittorio Curri (CoRR, 2023)

Iterative supervised learning approach using transceiver bit-error-rate measurements for optical line system optimization. - Giacomo Borraccini; Andrea D'Amico; Stefano Straullu; Fehmida Usmani; Arsalan Ahmad; Vittorio Curri (JOCN, 2023)

Experimental Demonstration of Partially Disaggregated Optical Network Control Using the Physical Layer Digital Twin. - Giacomo Borraccini; Stefano Straullu; Alessio Giorgetti; Renato Ambrosone; Emanuele Virgillito; Andrea D'Amico; Rocco D'Ingillo; Francesco Aquilino; Antonino Nespola; Nicola Sambo; Filippo Cugini; Vittorio Curri (IEEE Trans. Netw. Serv. Manag., 2023)

Optical Amplified Line Self-Healing Using GNPy as a Service by the SDN Control. - Renato Ambrosone; Andrea D'Amico; Rocco D'Ingillo; Emanuele Virgillito; Stefano Straullu; Francesco Aquilino; Vittorio Curri (ICTON, 2024)

GNPy Experimental Validation in a C+L Multiband Optical Multiplex Section. - Andrea D'Amico; Vittorio Gatto; Antonino Nespola; Giacomo Borraccini; Yanchao Jiang; Pierluigi Poggiolini; Esther Le Rouzic; Arturo Mayoral López-de-Lerma; Gert Grammel; Roberto Manzotti; Vittorio Curri (ICTON, 2024)

Optical Line Physical Parameters Calibration in Presence of EDFA Total Power Monitors. - Giacomo Borraccini; Yue-Kai Huang; Andrea D'Amico; Thomas Ferreira de Lima; Ezra Ip; Vittorio Curri; Ting Wang 016; Koji Asahi (OFC, 2024)

Inline Fiber Type Identification using In-Service Brillouin Optical Time Domain Analysis. - Ezra Ip; Yue-Kai Huang; Giacomo Borraccini; Toru Mano; Tatsuya Matsumura; Hideki Nishizawa; Andrea D'Amico; Vittorio Curri; Daniel C. Kilper; Zehao Wang; Gil Zussman; Tingjun Chen; et al. (OFC, 2024)

Modeling the Input Power Dependency of Transceiver BER-ONSR for QoT Estimation. - Toru Mano; Yue-Kai Huang; Giacomo Borraccini; Ezra Ip; Andrea D'Amico; Zehao Wang; Hideki Nishizawa; Gil Zussman; Tingjun Chen; Ting Wang 016; Koji Asahi; Daniel C. Kilper; et al. (OFC, 2024)

Deep Learning Gain and Tilt Adaptive Digital Twin Modeling of Optical Line Systems for Accurate OSNR Predictions. - Rocco D'Ingillo; Andrea D'Amico; Renato Ambrosone; Emanuele Virgillito; Vittorio Gatto; Stefano Straullu; Francesco Aquilino; Vittorio Curri (ONDM, 2024)

Semi-Automatic Line-System Provisioning with Integrated Physical-Parameter-Aware Methodology: Field Verification and Operational Feasibility. - Hideki Nishizawa; Giacomo Borraccini; Takeo Sasai; Yue-Kai Huang; Toru Mano; Kazuya Anazawa; Masatoshi Namiki; Soichiroh Usui; Tatsuya Matsumura; Yoshiaki Sone; Zehao Wang; Seiji Okamoto; et al. (CoRR, 2024)

Semi-automatic line-system provisioning with an integrated physical-parameter-aware methodology: field verification and operational feasibility. - Hideki Nishizawa; Giacomo Borraccini; Takeo Sasai; Yue-Kai Huang; Toru Mano; Kazuya Anazawa; Masatoshi Namiki; Soichiroh Usui; Tatsuya Matsumura; Yoshiaki Sone; Zehao Wang; Seiji Okamoto; et al. (J. Opt. Commun. Netw., 2024)

Fast WDM provisioning with minimal probing: the first field experiments for DC exchanges. - Hideki Nishizawa; Toru Mano; Thomas Ferreira de Lima; Yue-Kai Huang; Zehao Wang; Wataru Ishida; Masahisa Kawashima; Ezra Ip; Andrea D'Amico; Seiji Okamoto; Takeru Inoue; Kazuya Anazawa; et al. (J. Opt. Commun. Netw., 2024)

Local and global optimization methods for optical line control based on quality of transmission. - Giacomo Borraccini; Stefano Straullu; Andrea D'Amico; Francesco Aquilino; Stefano Piciaccia; Alberto Tanzi; Gabriele Galimberti; Vittorio Curri (J. Opt. Commun. Netw., 2024)

A Mass Sensor Utilizing Dissolvable Piezo-Ionic Pullulan Compound. - Carlo Trigona; Andrea D'Amico; Giovanna Di Pasquale; Salvatore Graziani; Antonino Pollicino (I2MTC, 2025)

QoT Digital Twin for Bridging Physical Layer Knowledge Gaps in Multi-Domain Networks. - Renato Ambrosone; Andrea D'Amico; Riccardo Schips; Andrea Rosso; Esther Le Rouzic; Stefan Melin; Stefano Straullu; Giacomo Borraccini; Francesco Aquilino; Hideki Nishizawa; Sai Kishore Bhyri; Gert Grammel; et al. (OFC, 2025)

Optical Line System Physical Digital Model Calibration using a Differential Algorithm. - Giacomo Borraccini; Yue-Kai Huang; Andrea D'Amico; Ezra Ip; Ting Wang 016; Koji Asahi (OFC, 2025)

1.2 Tb/s/λ Real Time Mode Division Multiplexing Free Space Optical Communication with Commercial 400G Open and Disaggregated Transponders. - Giacomo Borraccini; Giovanni Milione; Andrea D'Amico; Yue-Kai Huang; Ezra Ip; Jian Fang; Philip N. Ji; Koji Asahi; Ting Wang 016 (OFC, 2025)

Variable Temperature and Pump Power Semi-Analytical Gain Model for GFF-Embedded Single-Stage EDFAs. - Andrea D'Amico; Fatih Yaman; Daisuke Katsukura; Shinsuke Fujisawa; Eduardo Mateo 001; Takanori Inoue; Yoshihisa Inada (OFC, 2025)

Enhancing EDFAs Greybox Modeling in Optical Multiplex Sections Using Few-Shot Learning. - Rocco D'Ingillo; Andrea D'Amico; Renato Ambrosone; Hideki Nishizawa; Toru Mano; Tatsuya Matsumura; Stefano Straullu; Francesco Aquilino; Vittorio Curri (OFC, 2025)

Statistical Assessment of System Margin in Metro Networks Impaired by PDL. - Enrico Miotto; Andrea D'Amico; Renato Ambrosone; Francesco Aquilino; Stefano Straullu; Vittorio Curri (OFC, 2025)

Multi-Span OSNR and GSNR Prediction using Cascaded Learning. - Zehao Wang; Giacomo Borraccini; Andrea D'Amico; Yue-Kai Huang; Ting Wang 016; Dan Kilper; Koji Asahi; Tingjun Chen (OFC, 2025)

Towards the use of multiple ROIs for radiomics-based survival modelling: Finding a strategy of aggregating lesions. - Agata Malgorzata Wilk; Andrzej Swierniak; Andrea D'Amico; Rafal Suwinski; Krzysztof Fujarewicz; Damian Borys (Comput. Methods Programs Biomed., 2025)