Chiara Macchiavello

13 papers B 2Misc 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Detecting Markovianity of quantum processes via recurrent neural networks.
Quantum Mach. Intell.
Angela Rosy Morgillo, Massimiliano F. Sacchi, Chiara Macchiavello
2024 J jnl
Quantum state reconstruction in a noisy environment via deep learning.
Quantum Mach. Intell.
Angela Rosy Morgillo, Stefano Mangini, Marco Piastra, Chiara Macchiavello
2023 J jnl
Entanglement entropy production in Quantum Neural Networks.
Quantum
Marco Ballarin, Stefano Mangini, Simone Montangero, Chiara Macchiavello, Riccardo Mengoni
2023 J jnl
Work Fluctuations in Ergotropic Heat Engines.
Entropy
Giovanni Chesi, Chiara Macchiavello, Massimiliano F. Sacchi
2022 J jnl
Quantum neural network autoencoder and classifier applied to an industrial case study.
CoRR
Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello
2022 J jnl
Quantum neural network autoencoder and classifier applied to an industrial case study.
Quantum Mach. Intell.
Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello
2022 B conf
Quantum variational learning for entanglement witnessing.
IJCNN
Francesco Scala, Stefano Mangini, Chiara Macchiavello, Daniele Bajoni, Dario Gerace
2020 B conf
An quantum algorithm for feedforward neural networks tested on existing quantum hardware.
ESANN
Daniele Bajoni, Dario Gerace, Chiara Macchiavello, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli
2020 J jnl
Quantum computing model of an artificial neuron with continuously valued input data.
Mach. Learn. Sci. Technol.
Stefano Mangini, Francesco Tacchino, Dario Gerace, Chiara Macchiavello, Daniele Bajoni
2020 Misc conf
Variational learning for quantum artificial neural networks.
QCE
Francesco Tacchino, Panagiotis Kl. Barkoutsos, Chiara Macchiavello, Dario Gerace, Ivano Tavernelli, Daniele Bajoni
2017 J jnl
Detection of Properties and Capacities of Quantum Channels.
Open Syst. Inf. Dyn.
Chiara Macchiavello, Massimiliano F. Sacchi
1998 J jnl
On quantum algorithms.
Complex.
Richard Cleve, Artur Ekert, Leah Henderson, Chiara Macchiavello, Michele Mosca
1997 J jnl
Stabilization of Quantum Computations by Symmetrization.
SIAM J. Comput.
Adriano Barenco, André Berthiaume, David Deutsch, Artur Ekert, Richard Jozsa, Chiara Macchiavello