Chiara Macchiavello

According to our database, Chiara Macchiavello authored at least 11 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Quantum state reconstruction in a noisy environment via deep learning.

Angela Rosy Morgillo, Stefano Mangini, Marco Piastra, Chiara Macchiavello

Quantum Mach. Intell., December, 2024

2023

Work Fluctuations in Ergotropic Heat Engines.

Giovanni Chesi, Chiara Macchiavello, Massimiliano F. Sacchi

Entropy, November, 2023

Entanglement entropy production in Quantum Neural Networks.

Marco Ballarin, Stefano Mangini, Simone Montangero, Chiara Macchiavello, Riccardo Mengoni

Quantum, May, 2023

2022

Quantum neural network autoencoder and classifier applied to an industrial case study.

Stefano Mangini, Alessia Marruzzo, Marco Piantanida, Dario Gerace, Daniele Bajoni, Chiara Macchiavello

Quantum Mach. Intell., 2022

Quantum variational learning for entanglement witnessing.

Francesco Scala, Stefano Mangini, Chiara Macchiavello, Daniele Bajoni, Dario Gerace

Proceedings of the International Joint Conference on Neural Networks, 2022

2020

Quantum computing model of an artificial neuron with continuously valued input data.

Stefano Mangini, Francesco Tacchino, Dario Gerace, Chiara Macchiavello, Daniele Bajoni

Mach. Learn. Sci. Technol., 2020

Variational learning for quantum artificial neural networks.

Francesco Tacchino, Panagiotis Kl. Barkoutsos, Chiara Macchiavello, Dario Gerace, Ivano Tavernelli, Daniele Bajoni

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2020

An quantum algorithm for feedforward neural networks tested on existing quantum hardware.

Daniele Bajoni, Dario Gerace, Chiara Macchiavello, Francesco Tacchino, Panagiotis Kl. Barkoutsos, Ivano Tavernelli

Proceedings of the 28th European Symposium on Artificial Neural Networks, 2020

2017

Detection of Properties and Capacities of Quantum Channels.

Chiara Macchiavello, Massimiliano F. Sacchi

Open Syst. Inf. Dyn., 2017

1998

On quantum algorithms.

Richard Cleve, Artur Ekert, Leah Henderson, Chiara Macchiavello, Michele Mosca

Complex., 1998

1997

Stabilization of Quantum Computations by Symmetrization.

Adriano Barenco, André Berthiaume, David Deutsch, Artur Ekert, Richard Jozsa, Chiara Macchiavello

SIAM J. Comput., 1997