Michele Grossi

European Organization for Nuclear Research — Switzerland

Computer Science · Physical Sciences

17h-index1.1kcitations134works8.62yr avg
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Research Topics

Quantum Computing Algorithms and Architecture(71), Quantum Information and Cryptography(37), Particle physics theoretical and experimental studies(15), Quantum and electron transport phenomena(15), Neural Networks and Reservoir Computing(15)

Publications134 total

Learning reduced representations for quantum classifiers
Quantum Machine Intelligence·2025Open Access
Quantum Chebyshev probabilistic models for fragmentation functions
Communications Physics·2025Open Access
Sample-based training of quantum generative models
arXiv (Cornell University)·2025Open Access
Expressive equivalence of classical and quantum restricted Boltzmann machines
Communications Physics·2025Open Access
Qiboml: towards the orchestration of quantum-classical machine learning
arXiv (Cornell University)·2025Open Access
Z-boson quantum tomography at next-to-leading order
arXiv (Cornell University)·2025Open Access
Quantum information meets high-energy physics: input to the update of the European strategy for particle physics
The European Physical Journal Plus·2025· 11 citedOpen Access
An Efficient Algorithm for Extending Uniform Superposition States for Time-Series Data
2025
Guided graph compression for quantum graph neural networks
Machine Learning Science and Technology·2025· 1 citedOpen Access
Parameterized quantum circuits as universal generative models for continuous multivariate distributions
npj Quantum Information·2025· 7 citedOpen Access
Statistics of topological defects across a phase transition in a digital superconducting quantum processor
Quantum Science and Technology·2025· 2 citedOpen Access
On Dequantization of Supervised Quantum Machine Learning via Random Fourier Features
arXiv (Cornell University)·2025Open Access
A study on quantum graph neural networks applied to molecular physics
Physica Scripta·2025· 3 citedOpen Access
Simulating Bell inequalities with Qibo
European Journal of Physics·2025Open Access
Quantum Chebyshev Probabilistic Models for Fragmentation Functions
arXiv (Cornell University)·2025Open Access
Enhanced feature encoding and classification on distributed quantum hardware
Machine Learning Science and Technology·2025· 5 citedOpen Access
Quantum error mitigation for Fourier moment computation
Physical review. D/Physical review. D.·2025· 10 citedOpen Access
Quantum integration of decay rates at second order in perturbation theory
Quantum Science and Technology·2025· 4 citedOpen Access
Quantum integration of decay rates at second order in perturbation theory
Quantum Science and Technology·2025Open Access
Expressive equivalence of classical and quantum restricted Boltzmann machines
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

S. Vallecorsa(27), Oriel Kiss(9), Ivano Tavernelli(7), Massimiliano Incudini(7), Antonio Mandarino(6), Su Yeon Chang(6), Karl Jansen(5), K. Borras(5), Francesco Tacchino(5), Alberto Di Meglio(4), Elías F. Combarro(4), V. Radescu(4), Alessandro Roggero(4), Cenk Tüysüz(4), Vasilis Belis(4), Andrea Delgado(3), Vedran Dunjko(3), Lena Funcke(3), Zoë Holmes(3), Stefan Kühn(3)