most citedEvaluating Angle and Amplitude Encoding Strategies for Variational Quantum Machine Learning: their impact on model's accuracy

8 citations · 26 across the 9 of their papers we have counts for

collaborators

9 papers

quant-ph2026

Fidelity-Aware Scheduling of Quantum Circuits on Multi-QPU Systems

Innocenzo Fulginiti, Antonio Tudisco, Salvatore Zammuto +7

High Performance Computing-Quantum Computing (HPCQC) platforms expose multiple Quantum Processing Units (QPUs) that may differ in size, topology, native gates, and noise characteri…

quant-ph2026

Lagrange: Operating Italy's First Publicly-Accessible Quantum Computer for Research and Education

Paolo Viviani, Fabrizio Bertone, Giacomo Vitali +14

We describe the design, implementation, and nine-month operational experience of the software management stack for Lagrange, an IQM Spark five-qubit superconducting quantum compute…

eess.SY2025★ 2 cited

A Quantum-Compliant Formulation for Network Epidemic Control

Lorenzo Zino, Mattia Boggio, Deborah Volpe +3

We deal with controlling the spread of an epidemic disease on a network by isolating one or multiple locations by banning people from leaving them. To this aim, we build on the sus…

cs.LG2025★ 8 cited

Evaluating Angle and Amplitude Encoding Strategies for Variational Quantum Machine Learning: their impact on model's accuracy

Antonio Tudisco, Andrea Marchesin, Maurizio Zamboni +2

Recent advancements in Quantum Computing and Machine Learning have increased attention to Quantum Machine Learning (QML), which aims to develop machine learning models by exploitin…

quant-ph2025★ 1 cited

Graph Neural Network-Based Predictor for Optimal Quantum Hardware Selection

Antonio Tudisco, Deborah Volpe, Giacomo Orlandi +1

The growing variety of quantum hardware technologies, each with unique peculiarities such as connectivity and native gate sets, creates challenges when selecting the best platform…

physics.soc-ph2025★ 1 cited

A Quantum Approach for Optimal Transient Control in Network-Based Epidemic Models

Deborah Volpe, Giacomo Orlandi, Mattia Boggio +3

Effective epidemic control is crucial for mitigating the spread of infectious diseases, particularly when pharmaceutical interventions such as vaccines or treatments are limited. N…