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Chiara Macchiavello

Chiara Macchiavello

D-Index & Metrics

Engineering and Technology

D-Index
52
Citations
14963
World Ranking
3542
National Ranking
91

Overview

Chiara Macchiavello is affiliated with the University of Pavia in Italy and has contributed extensively to research at the intersection of computer science and physics. Their body of work encompasses areas such as Quantum Information and Cryptography, Quantum Computing Algorithms and Architecture, and Quantum Mechanics and Applications.

Their recent publications reflect a focus on quantum neural networks and quantum technologies. Notable papers include:

  • Quantum computing models for artificial neural networks, 2021, Europhysics Letters (EPL)
  • Introducing Quantum Technologies at Secondary School Level: Challenges and Potential Impact of an Online Extracurricular Course, 2022, Physics
  • Robustness of quantum reinforcement learning under hardware errors, 2023, EPJ Quantum Technology
  • Entanglement entropy production in Quantum Neural Networks, 2023, Quantum
  • Quantum neural network autoencoder and classifier applied to an industrial case study, 2022, arXiv (Cornell University)

Their research spans several subfields including Artificial Intelligence, Atomic and Molecular Physics and Optics, Statistical and Nonlinear Physics, Electrical and Electronic Engineering, and General Health Professions.

Frequent coauthors working alongside Macchiavello include:

  • Lorenzo Maccone
  • Giovanni Chesi
  • Stefano Mangini
  • Massimiliano F. Sacchi
  • Simone Roncallo

Their work is published regularly in several venues known for quantum and physical sciences research such as:

  • arXiv (Cornell University)
  • Physical Review A
  • EPJ Quantum Technology
  • Journal of Physics Conference Series
  • Quantum Science and Technology

Macchiavello's contributions are characterized by a concentration in quantum information and computing, supported by a comprehensive foundation in physics and computer science. Their research includes development and analysis of quantum neural network models, investigation of quantum reinforcement learning's robustness under various hardware conditions, and exploration of entanglement entropy in quantum neural networks.

Best Publications

  • Quantum Privacy Amplification and the Security of Quantum Cryptography over Noisy Channels

    David Deutsch;Artur Ekert;Richard Jozsa;Chiara Macchiavello

  • QUANTUM ALGORITHMS REVISITED

    Richard Cleve;Artur Ekert;Chiara Macchiavello;Michele Mosca

  • Improvement of frequency standards with quantum entanglement

    S. F. Huelga;C. Macchiavello;T. Pellizzari;A. K. Ekert

  • Distributed quantum computation over noisy channels

    J. I. Cirac;A. K. Ekert;S. F. Huelga;C. Macchiavello

  • Optimal universal and state-dependent quantum cloning

    Dagmar Bruß;David P. DiVincenzo;Artur Ekert;Christopher A. Fuchs

  • Optimal eavesdropping in cryptography with three-dimensional quantum states.

    D. Bruß;C. Macchiavello

  • Quantum Error Correction for Communication.

    Artur Ekert;Chiara Macchiavello

  • Detection of entanglement with few local measurements

    O. Gühne;P. Hyllus;D. Bruß;A. Ekert

  • Optimal Universal Quantum Cloning and State Estimation

    Dagmar Bruss;Artur Ekert;Chiara Macchiavello

  • Phase-covariant quantum cloning

    Dagmar Bruß;Mirko Cinchetti;G. Mauro D’Ariano;Chiara Macchiavello

  • Detection of the density matrix through optical homodyne tomography without filtered back projection

    G. M. D’Ariano;G. M. D’Ariano;C. Macchiavello;M. G. A. Paris

  • Stabilization of Quantum Computations by Symmetrization

    Adriano Barenco;André Berthiaume;David Deutsch;Artur Ekert

  • Entanglement-enhanced information transmission over a quantum channel with correlated noise

    Chiara Macchiavello;G. Massimo Palma

  • An artificial neuron implemented on an actual quantum processor

    Francesco Tacchino;Chiara Macchiavello;Dario Gerace;Daniele Bajoni

  • Detection of Entanglement with Polarized Photons: Experimental Realization of an Entanglement Witness

    Marco Barbieri;F. De Martini;G. Di Nepi;P. Mataloni

  • Distributed Quantum Dense Coding

    Bruss D;D'Ariano Gm;Lewenstein M;Macchiavello C

  • Quantum hypergraph states

    M Rossi;M Huber;M Huber;D Bruß;C Macchiavello

  • Experimental detection of entanglement via witness operators and local measurements

    O. Gühne;P. Hyllus;D. Bruss;A. Ekert

  • Multi-partite entanglement can speed up quantum key distribution in networks

    Michael Epping;Michael Epping;Hermann Kampermann;Chiara macchiavello;Dagmar Bruß

  • Optimal Purification of Single Qubits

    J. I. Cirac;A. K. Ekert;C. Macchiavello

  • Error Correction in Quantum Communication

    A. Ekert;C. Macchiavello

  • Optimal Universal Quantum Cloning and State Estimation

    Dagmar Bruß;Artur Ekert;Chiara Macchiavello

Frequent Co-Authors

Giacomo Mauro D'Ariano
Giacomo Mauro D'Ariano University of Pavia
Artur Ekert
Artur Ekert University of Oxford
Paolo Mataloni
Paolo Mataloni Sapienza University of Rome
Michele Mosca
Michele Mosca University of Waterloo
Paolo Perinotti
Paolo Perinotti University of Pavia
Matteo G. A. Paris
Matteo G. A. Paris University of Milan
Rosario Fazio
Rosario Fazio International Centre for Theoretical Physics
Maciej Lewenstein
Maciej Lewenstein Institute of Photonic Sciences
Ivano Tavernelli
Ivano Tavernelli IBM (United States)
J. I. Cirac
J. I. Cirac Max Planck Institute of Quantum Optics

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