COQUSY COMPLEX QUANTUM SYSTEMS: MACHINE LEARNING, THERMODYNAMICS, AND EMERGENT PHENOMENA

  • P.I.: Gian Luca Giorgi, Gonzalo Manzano, Roberta Zambrini
  • Coordinator:
  • Start date: Aug. 24, 2023
  • End date: Aug. 24, 2026

CoQuSy is a coordinated project and joins all the researchers at IFISC (belonging either to CSIC or UIB) working in the common line of complex quantum systems. The coordination is motivated by administrative reasons being IFISC a joint institute of two different institutions. CoQuSy builds on the expertise of the three PIs on Quantum Information, Quantum Thermodynamics, Quantum Optics, and Many-Body Physics, continuing the research on Quantum Reservoir Computing started within the previous national plan project (PID2019) and incorporating new research lines on quantum neuromorphic memories, machine learning, quantum thermodynamics, and emergent phenomena like time crystals.

Researchers

  • Roberta Zambrini

    Roberta Zambrini

  • Gian Luca Giorgi

    Gian Luca Giorgi

  • Gonzalo Manzano

    Gonzalo Manzano

  • Stefano Longhi

    Stefano Longhi

  • Eliana Fiorelli

    Eliana Fiorelli

  • Jose Antonio Almanza

    Jose Antonio Almanza

  • Marco Cattaneo

    Marco Cattaneo

  • Jorge García

    Jorge García

  • Adrià Labay

    Adrià Labay

  • Guillem Llodra

    Guillem Llodra

  • Antonio Sannia

    Antonio Sannia

Recent Publications

Retrieving past quantum features with deep hybrid classical-quantum reservoir computing

Nokkala, Johannes; Giorgi, Gian Luca; Zambrini, Roberta
Machine Learning: Science and Technology 5, 035022 (1-14) (2024)

Quantum coherence enables hybrid multitask and multisource regimes in autonomous thermal machines

Hammam, Kenza; Manzano, Gonzalo; de Chiara, Gabriele
Physical Review Research 6, 013310 (2024)

Quantum memories for squeezed and coherent superpositions in a driven-dissipative nonlinear oscillator

Labay-Mora, Adrià; Zambrini, Roberta; Giorgi, Gian Luca
Physical Review A 109, 032407 (1-15) (2024)

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