Filippo Caruso

University of Florence — Italy

Computer Science · Physical Sciences

29h-index4.0kcitations134works2.72yr avg
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Research Topics

Quantum Information and Cryptography(69), Quantum Computing Algorithms and Architecture(48), Quantum Mechanics and Applications(34), Spectroscopy and Quantum Chemical Studies(27), Advanced Thermodynamics and Statistical Mechanics(19)

Publications134 total

Analysis of quantum image representations for supervised classification
AVS Quantum Science·2026Open Access
Back Cover: Quantum‐Noise‐Driven Generative Diffusion Models (Adv. Quantum Technol. 12/2025)
Advanced Quantum Technologies·2025Open Access
Investigating layer-selective transfer learning of quantum approximate optimization algorithm parameters for the Max-Cut problem
Physical review. A/Physical review, A·2025
Physics-inspired Generative AI models via real hardware-based noisy quantum diffusion
2025Open Access
Efficient Learning of Arbitrary Single-Copy Quantum States
2025
Machine-learning based high-bandwidth magnetic sensing
Machine Learning Science and Technology·2025· 1 citedOpen Access
Physics-inspired Generative AI models via real hardware-based noisy quantum diffusion
arXiv (Cornell University)·2025Open Access
Privacy-preserving neutral atom-based quantum classifier towards real healthcare applications
arXiv (Cornell University)·2025Open Access
Quantum noise sensing via quantum Zeno and anti-Zeno effects
2025
Investigating layer-selective transfer learning of QAOA parameters for Max-Cut problem
arXiv (Cornell University)·2024Open Access
The role of data embedding in equivariant quantum convolutional neural networks
Quantum Machine Intelligence·2024· 10 citedOpen Access
Permutation-equivariant quantum convolutional neural networks
Quantum Science and Technology·2024· 2 citedOpen Access
QUBO-based SVM for credit card fraud detection on a real QPU
arXiv (Cornell University)·2024Open Access
Transfer learning with generative models for object detection on limited datasets
Machine Learning Science and Technology·2024· 12 citedOpen Access
Quantum‐Noise‐Driven Generative Diffusion Models
Advanced Quantum Technologies·2024· 25 citedOpen Access
Experimental quantum noise sensing via quantum Zeno and anti-Zeno effects
2024
Permutation-equivariant quantum convolutional neural networks
arXiv (Cornell University)·2024Open Access
Sensing microscopic noise events by frequent quantum measurements
Physical Review Applied·2024· 1 citedOpen Access
Experimental quantum noise sensing via quantum Zeno/anti-Zeno effect
Quantum 2.0 Conference and Exhibition·2024
The role of data embedding in equivariant quantum convolutional neural networks
arXiv (Cornell University)·2023· 1 citedOpen Access
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Frequent Co-authors

Stefano Gherardini(12), Martin B. Plenio(11), Susana F. Huelga(6), Vittorio Giovannetti(6), Lorenzo Buffoni(6), Stefano Martina(6), F. S. Cataliotti(5), Matthias M. Müller(5), Alex W. Chin(3), Animesh Datta(3), Cosimo Lovecchio(3), Augusto Smerzi(3), Vito Latora(3), Andrea Rapisarda(3), Nicole Fabbri(3), Simone Montangero(3), Tommaso Calarco(3), Nicola Dalla Pozza(3), F. Schäfer(2), I. Herrera(2)