Stefano Mangini - Publications, H-index & Citations

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Stefano Mangini

university of helsinki

7H-index

18Paper Count

331Citation Count

Published Papers 6

Publication Date

Tensor network noise characterization for near-term quantum computers

PHYSICAL REVIEW RESEARCH

IF4.2

2024-08-26

OAAI

Mangini, Stefano; Cattaneo, Marco; Cavalcanti, Daniel; Filippov, Sergei; Rossi, Matteo A. C.; Garcia-Perez, Guillermo

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Quantum state reconstruction in a noisy environment via deep learning

QUANTUM MACHINE INTELLIGENCE

IF4.4

2024-07-02

OAAI

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

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Robustness of quantum reinforcement learning under hardware errors

EPJ QUANTUM TECHNOLOGY

IF5.6

2023-02-28

OAAI

Skolik, Andrea; Mangini, Stefano; Baeck, Thomas; Macchiavello, Chiara; Dunjko, Vedran

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Qubit noise deconvolution

EPJ QUANTUM TECHNOLOGY

IF5.6

2022-11-15

OAAI

Mangini, Stefano; Maccone, Lorenzo; Macchiavello, Chiara

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

QUANTUM MACHINE INTELLIGENCE

IF4.4

2022-06-17

OAAI

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

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

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2020-10-08

OAAI

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

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Research Directions