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.
Investigadores
Gian Luca Giorgi
Gonzalo Manzano
Roberta Zambrini
Stefano Longhi
Eliana Fiorelli
Jose Antonio Almanza
Marco Cattaneo
Jorge García
Adrià Labay
Guillem Llodra
Antonio Sannia
Publicaciones recientes
Experimental memory control in continuous variable optical quantum reservoir computing
Paparelle, Iris; Henaff, Johan; Garcia-Beni, Jorge; Gillet, Emilie; Montesinos, Daniel; Giorgi, Gian Luca; C Soriano, Miguel; Zambrini, Roberta; Parigi, ValentinaSubmitted (2026)
Exponential concentration and symmetries in Quantum Reservoir Computing
Sannia, A; Giorgi, Gian Luca; Zambrini, RobertaSubmitted (2026)
Non-Markovianity and memory enhancement in Quantum Reservoir Computing
Sannia, A; Ravell Rodríguez, Ricard; Giorgi, Gian Luca; Zambrini, RobertaSubmitted (2026)
Quantum reservoir computing in Jaynes-Cummings models: Nonlinear memory and time-series prediction
Das, Sreetama; Giorgi, Gian Luca; Zambrini, RobertaSubmitted (2026)
Quantum reservoir computing using Jaynes-Cummings model
Sreetama Das, Gian Luca Giorgi, Roberta ZambriniSubmitted (2026)
