COQUSY COMPLEX QUANTUM SYSTEMS: MACHINE LEARNING, THERMODYNAMICS, AND EMERGENT PHENOMENA
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.
Investigadors
Gian Luca Giorgi
Roberta Zambrini
Gonzalo Manzano
Stefano Longhi
Eliana Fiorelli
Jose Antonio Almanza
Marco Cattaneo
Jorge García
Adrià Labay
Guillem Llodra
Antonio Sannia
Publicacions recents
Liouvillian skin effect in quantum neural networks
Sannia, Antonio; Giorgi, Gian Luca; Longhi, Stefano; Zambrini, RobertaOptica Quantum 3 (2), 189-194 (2025)
Quantum reservoir computing in atomic lattices
Guillem Llodrà, Pere Mujal, Roberta Zambrini, Gian Luca GiorgiChaos, Solitons & Fractals 195, (2025)
Entanglement estimation of Werner states with a quantum extreme learning machine
Assil , Hajar; El Allati, Abderrahim; Giorgi, Gian LucaPhysical Review A 111, 022412 (2025)
Conditional fluctuation theorems and entropy production for monitored quantum systems under imperfect detection
Ferri-Cortés, Mar; Almanza-Marreo, José A.; López, Rosa; Zambrini, Roberta; Manzano, GonzaloPhys. Rev. Research 7, (2025)
Theoretical framework for quantum associative memories
Labay-Mora, Adrià; Fiorelli, Eliana; Zambrini, Roberta; Giorgi, Gian LucaSubmitted (2025)
