Modeling and FEM Verification of Surface-Roughness Effect on the Static Response of RF-MEMS Switches. - Hamid Nawaz; Muhammad Mubasher Saleem; Muhammad Umar Masood (SSD, 2019)

Smart Provisioning of Sliceable Bandwidth Variable Transponders in Elastic Optical Networks. - Muhammad Umar Masood; Ihtesham Khan; Arsalan Ahmad; Muhammad Imran 004; Vittorio Curri (NetSoft, 2020)

Machine Learning Driven Model for Software Management of Photonics Switching Systems. - Ihtesham Khan; Lorenzo Tunesi; Muhammad Umar Masood; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (GLOBECOM, 2021)

Impairment-aware Virtual Network Embedding Using Time Domain Hybrid Modulation formats in Optical Networks. - Farooq Shahzad; Ihtesham Khan; Muhammad Umar Masood; Arsalan Ahmad; Muhammad Imran 004; Marco Ruffini; Vittorio Curri (ONDM, 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)

Automatic Management of N × N Photonic Switch Powered by Machine Learning in Software-Defined Optical Transport. - Ihtesham Khan; Lorenzo Tunesi; Muhammad Umar Masood; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (IEEE Open J. Commun. Soc., 2021)

A Study on the Feasibility of Robotic Harvesting for Chile Pepper. - Muhammad Umar Masood; Mahdi Haghshenas-Jaryani (Robotics, 2021)

Network Performance of ROADM Architecture Enabled by Novel Wideband-integrated WSS. - Muhammad Umar Masood; Ihtesham Khan; Lorenzo Tunesi; Bruno Correia; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (GLOBECOM, 2022)

Transfer learning Aided QoT Computation in Network Operating with the 400ZR Standard. - Fehmida Usmani; Ihtesham Khan; Muhammad Umar Masood; Arsalan Ahmad; Muhammad Shahzad; Vittorio Curri (ONDM, 2022)

Modular Photonic-Integrated Device for Multi-Band Wavelength-Selective Switching. - Lorenzo Tunesi; Ihtesham Khan; Muhammad Umar Masood; Enrico Ghillino; Andrea Carena; Vittorio Curri; Paolo Bardella (OECC/PSC, 2022)

Machine Learning-based Model for Defining Circuit-level Parameters of VCSEL. - Ihtesham Khan; Lorenzo Tunesi; Muhammad Umar Masood; Enrico Ghillino; Vittorio Curri; Andrea Carena; Paolo Bardella (SoftCOM, 2022)

Networking Analysis of Photonics Integrated Multiband WSS Based ROADM Architecture. - Muhammad Umar Masood; Ihtesham Khan; Lorenzo Tunesi; Bruno Correia; Rasoul Sadeghi; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (SoftCOM, 2022)

Networking assessment of ROADM architecture based on a photonics integrated WSS for 800G multi-band optical transport. - Muhammad Umar Masood; Lorenzo Tunesi; Ihtesham Khan; Bruno Correia; Rasoul Sadeghi; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (JOCN, 2022)

Constrained Model Predictive Control of Variable Buoyancy Device. - Muhammad Umar Masood; Theophilus Kaaya; Zheng Chen 006 (AIM, 2023)

A Comprehensive Network Performance Analysis of Multi-band Photonic Integrated WSS for 400G and 800G Transmission. - Muhammad Umar Masood; Lorenzo Tunesi; Ihtesham Khan; Bruno Correia; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (ICTON, 2023)

Iterative Transfer Learning Approach for QoT Prediction of Lightpath in Optical Networks. - Hafsa Tariq; Fehmida Usmani; Ihtesham Khan; Muhammad Umar Masood; Arsalan Ahmad; Vittorio Curri (ICTON, 2023)

Knowledge Distillation-Based Compression Model for QoT Estimation of an Unestablished Lightpaths. - Fehmida Usmani; Ihtesham Khan; Muhammad Umar Masood; Arsalan Ahmad; Vittorio Curri (ICTON, 2023)

Multiband Photonic Integrated WSS Beyond 1Tb/s Data Center Interconnect Technology. - Muhammad Umar Masood; Ihtesham Khan; Lorenzo Tunesi; Bruno Correia; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (PSC, 2023)

Integrated Multi-Band WSS: From Design to Performance Evaluation. - Lorenzo Tunesi; Ihtesham Khan; Muhammad Umar Masood; Enrico Ghillino; Andrea Carena; Vittorio Curri; Paolo Bardella (PSC, 2023)

Networking Study of Waveband/Wavelength Switching for Multi-Granular and Multi-Band Optical Networks. - Muhammad Umar Masood; Ihtesham Khan; Lorenzo Tunesi; Andrea Marchisio; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (GLOBECOM, 2024)

Impact of Waveband and Wavelength Switching in the Next-Generation Optical Networks. - Muhammad Umar Masood; Ihtesham Khan; Bruno Correia; Lorenzo Tunesi; Andrea Marchisio; Enrico Ghillino; Paolo Bardella; Andrea Carena; Vittorio Curri (ICTON, 2024)

Network Data Based Transfer Learning Failure Prediction Agent Pre-Trained Using Digital Twin. - Mashboob Cheruvakkadu Mohamed; Muhammad Umar Masood; Imran Chowdhury Dipto; Renato Ambrosone; Gulmina Malik; Stefano Straullu; Sai Kishore Bhyri; Gabriele Maria Galimberti; João Pedro 001; Antonio Napoli; Walid Wakim; Vittorio Curri (ONDM, 2025)