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ORCIDChiara Macchiavello
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2020 – today
- 2024
[j8]Angela Rosy Morgillo, Stefano Mangini
, Marco Piastra, Chiara Macchiavello:
Quantum state reconstruction in a noisy environment via deep learning. Quantum Mach. Intell. 6(2): 39 (2024)- 2023
- [j7]Giovanni Chesi, Chiara Macchiavello, Massimiliano F. Sacchi:
Work Fluctuations in Ergotropic Heat Engines. Entropy 25(11): 1528 (2023) - [j6]Marco Ballarin, Stefano Mangini, Simone Montangero, Chiara Macchiavello, Riccardo Mengoni:
Entanglement entropy production in Quantum Neural Networks. Quantum 7: 1023 (2023) - 2022
- [j5]Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello:
Quantum neural network autoencoder and classifier applied to an industrial case study. Quantum Mach. Intell. 4(2): 1-13 (2022) - [c3]Francesco Scala, Stefano Mangini, Chiara Macchiavello, Daniele Bajoni, Dario Gerace:
Quantum variational learning for entanglement witnessing. IJCNN 2022: 1-8 - [i1]Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello:
Quantum neural network autoencoder and classifier applied to an industrial case study. CoRR abs/2205.04127 (2022) - 2020
- [j4]Stefano Mangini, Francesco Tacchino, Dario Gerace, Chiara Macchiavello, Daniele Bajoni:
Quantum computing model of an artificial neuron with continuously valued input data. Mach. Learn. Sci. Technol. 1(4): 45008 (2020) - [c2]Daniele Bajoni, Dario Gerace, Chiara Macchiavello, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli:
An quantum algorithm for feedforward neural networks tested on existing quantum hardware. ESANN 2020: 285-290 - [c1]Francesco Tacchino, Panagiotis Kl. Barkoutsos, Chiara Macchiavello, Dario Gerace, Ivano Tavernelli, Daniele Bajoni:
Variational learning for quantum artificial neural networks. QCE 2020: 130-136
2010 – 2019
- 2017
- [j3]Chiara Macchiavello, Massimiliano F. Sacchi:
Detection of Properties and Capacities of Quantum Channels. Open Syst. Inf. Dyn. 24(4): 1740013:1-1740013:12 (2017)
1990 – 1999
- 1998
- [j2]Richard Cleve, Artur Ekert, Leah Henderson, Chiara Macchiavello, Michele Mosca:
On quantum algorithms. Complex. 4(1): 33-42 (1998) - 1997
- [j1]Adriano Barenco, André Berthiaume, David Deutsch, Artur Ekert, Richard Jozsa, Chiara Macchiavello:
Stabilization of Quantum Computations by Symmetrization. SIAM J. Comput. 26(5): 1541-1557 (1997)
Coauthor Index
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