Stefano Martina

University of Florence — Italy

Computer Science · Physical Sciences

10h-index259citations23works7.02yr avg
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Research Topics

Quantum Information and Cryptography(7), Quantum Computing Algorithms and Architecture(7), Particle Detector Development and Performance(5), Neural Networks and Applications(4), Radiation Detection and Scintillator Technologies(4)

Publications16 total

Back Cover: Quantum‐Noise‐Driven Generative Diffusion Models (Adv. Quantum Technol. 12/2025)
Advanced Quantum Technologies·2025Open Access
Physics-inspired Generative AI models via real hardware-based noisy quantum diffusion
2025Open Access
Physics-inspired Generative AI models via real hardware-based noisy quantum diffusion
arXiv (Cornell University)·2025Open Access
The role of data embedding in equivariant quantum convolutional neural networks
Quantum Machine Intelligence·2024· 10 citedOpen Access
Quantum‐Noise‐Driven Generative Diffusion Models
Advanced Quantum Technologies·2024· 25 citedOpen Access
Quantum-Noise-Driven Generative Diffusion Models
arXiv (Cornell University)·2023· 4 citedOpen Access
Deep learning enhanced noise spectroscopy of a spin qubit environment
Machine Learning Science and Technology·2023· 16 citedOpen Access
Quantum pattern recognition on real quantum processing units
Quantum Machine Intelligence·2023· 28 citedOpen Access
Machine learning classification of non-Markovian noise disturbing quantum dynamics
Physica Scripta·2023· 11 citedOpen Access
Quantum reinforcement learning: the maze problem
Quantum Machine Intelligence·2022· 29 citedOpen Access
Learning the noise fingerprint of quantum devices
Quantum Machine Intelligence·2022· 2 citedOpen Access
Noise fingerprints in quantum computers: Machine learning software tools
Software Impacts·2022· 8 citedOpen Access
Learning the noise fingerprint of quantum devices
INO Open Portal·2022· 25 citedOpen Access
Machine learning approach for quantum non-Markovian noise classification.
arXiv (Cornell University)·2021· 11 citedOpen Access
Performance Evaluation of Fischer's Protocol through Steady-State Analysis of Markov Regenerative Processes
2016· 9 cited
Design of an ATM (de)multiplexer
Data Archiving and Networked Services (DANS)·1995

Frequent Co-authors

Filippo Caruso(14), Stefano Gherardini(6), Marco Parigi(5), Lorenzo Buffoni(4), Sreetama Das(2), Francesco Aldo Venturelli(2), Nicola Dalla Pozza(1), Jingfu Zhang(1), Dieter Suter(1), Santiago Hernández-Gómez(1), Nicole Fabbri(1), Marco Paolieri(1), Tommaso Papini(1), Enrico Vicario(1)