2. Publicacions

Publicacions

Quantum reservoir computing in atomic lattices

Guillem Llodrà, Pere Mujal, Roberta Zambrini, Gian Luca Giorgi
Submitted (2025)

Theoretical framework for quantum associative memories

Labay-Mora, Adrià; Fiorelli, Eliana; Zambrini, Roberta; Giorgi, Gian Luca
Submitted (2025)

Neural networks with quantum states of light

Labay-Mora, Adrià; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Philosophical Transactions of the Royal Society A 382, 20230346 (1-24) (2024)

Role of coherence in many-body Quantum Reservoir Computing

Palacios, A; Martínez-Peña, R.; Soriano, M. C.; Giorgi, G. L.; Zambrini, R.
Communications Physics 7, 369 (2024)

Reservoir Computing with Quantum Memristors

Montesinos Capacete, Daniel (Zambrini, Roberta; Giorgi, Gian Luca)
Master Thesis (2024)

Engineered dissipation to mitigate barren plateaus

Sannia, Antonio; Tacchino, Francesco; Tavernelli, Ivano; Giorgi, Gian Luca; Zambrini, Roberta
npj Quantum Information 10, (2024)

Nonequilibrium Transition between Dissipative Time Crystals

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
PRX Quantum 5 , 030325 (1-22) (2024)

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)

Skin effect in quantum neural networks

Sannia, Antonio; Giorgi, Gian Luca; Longhi, Stefano; Zambrini, Roberta
Submitted (2024)

Dissipation as a resource for Quantum Reservoir Computing

Sannia, Antonio; Martínez-Peña, Rodrigo; Soriano, Miguel C.; Giorgi, Gian Luca; Zambrini, Roberta
Quantum 8, 1291 (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)

Squeezing as a resource for time series processing in quantum reservoir computing

García-Beni, Jorge; Giorgi, Gianluca; Soriano, Miguel C.; Zambrini, Roberta
Optics Express 32, 6733-6747 (2024)

Engineered dissipation to mitigate barren plateaus

Antonio Sannia, Francesco Tacchino, Ivano Tavernelli, Gian Luca Giorgi, Roberta Zambrini
Submitted (2023)

Reservoir Computing on Quantum Circuits

Morgui Sancho, Oriol ( supervisors Giorgi,Giorgi; Zambrini,Roberta)
Master Thesis (2023)

Information Processing Capacity of Spin-Based Quantum Reservoir Computing Systems

Martínez-Peña, R.; Nokkala, J.; Giorgi, G. L.; Zambrini, R.; Soriano, M. C.
Cognitive Computation 15, 1440-1451 (2023)

Scalable Photonic Platform for Real-Time Quantum Reservoir Computing

García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Phys. Rev. Applied 20, 014051 (2023)

Quantum associative memory with a single driven-dissipative non-linear oscillator

Labay-Mora, Adrià; Zambrini, Roberta; Giorgi, Gian Luca
Physical Review Letters 19, 190602 (1-6) (2023)

Characterization and simulation of multipartite open quantum systems

Cattaneo, Marco (Supervisors: Zambrini, Roberta; Maniscalco, Sabrina; Rossi, Matteo A.C. and Giorgi, Gian Luca)
PhD Thesis (2023)

Time-Series Quantum Reservoir Computing with Weak and Projective Measurements

Mujal, Pere; Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
npj Quantum Information 9, 16 (2023)

Local probing of dynamical phase transitions by repeated partial information erasure

Hira Ali (supervisors Gian Luca Giorgi and Roberta Zambrini)
Master Thesis (2023)

Benchmarking the Role of Particle Statistics in Quantum Reservoir Computing

Llodrà, Guillem; Charalambous, Christos; Giorgi, Gian Luca; Zambrini, Roberta
Advanced Quantum Technologies 6, 2200100 (1-10) (2023)

A brief journey through collision models for multipartite open quantum dynamics

Cattaneo, Marco; Giorgi, Gian Luca; Zambrini, Roberta; Maniscalco, Sabrina
Open Systems & Information Dynamics 29, 2250015 (2022)

Effects of passive dendritic arborization on neuronal response in extended integrate and fire models

Jacopo Giorgi (Supervisor: Claudio R. MIrasso)
Master Thesis (2022)

Synchronization and collective phenomena in quantum dissipative systems

Cabot, Albert (supervisors: Zambrini, Roberta; Giorgi, Gian Luca)
PhD Thesis (2021)

Analytical Evidence of Nonlinearity in Qubits and Continuous-Variable Quantum Reservoir Computing

Mujal, Pere; Nokkala, Johannes; Martinez-Peña, Rodrigo; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Journal of Physics: Complexity 2, 045008 (2021)

Spontaneous synchronization in spin systems

Rodrigo Bort, Lucía (Supervisors Zambrini, Roberta; Giorgi, Gian Luca)
Master Thesis (2021)

Metastable quantum entrainment

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
New Journal of Physics 23, 103017 (2021)

Quantum reservoir computing in bosonic networks

Mujal, Pere; Nokkala, Johannes; Martinez-Peña, Rodrigo; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Emerging Topics in Artificial Intelligence (ETAI) 2021, SPIE, International Society for Optics and Photonics, 11804, 20-29 (2021)

Dynamical phase transitions in quantum reservoir computing

Martínez-Peña, Rodrigo; Giorgi, Gian Luca; Nokkala, Johannes; Soriano, Miguel C.; Zambrini, Roberta
Physical Review Letters 127, 100502 (1-7) (2021)

Opportunities in Quantum Reservoir Computing and Extreme Learning Machines

Mujal, Pere; Martínez-Peña, Rodrigo; Nokkala, Johannes; García-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Advanced Quantum Technologies , 2100027 (2021)

Synchronization and Non-Markovianity in open quantum systems

Karpat, G; Yalçınkaya, İ; Çakmak, B; Giorgi, G. L.; Zambrini, R
Physical Review A 103, 062217 (1-10) (2021)

Intermittent decoherence blockade in a chiral ring environment

Lorenzo, Salvatore; Longhi, Stefano; Cabot, Albert; Zambrini, Roberta; Giorgi Gian Luca
Scientific Reports 11, 12834 (1-10) (2021)

Synchronization and coalescence in a dissipative two-qubit system

Cabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
Proceedings of the Royal Society A: mathematical, physical and engineering sciences 477, 20200850 (2021)

Bath-induced collective phenomena on superconducting qubits: synchronization, subradiance, and entanglement generation

Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Paraoanu, Gheorghe Sorin; Zambrini, Roberta
Annalen Der Physik 533, 2100038 (2021)

Collision models can efficiently simulate any multipartite Markovian quantum dynamics

Cattaneo, Marco; De Chiara, Gabriele; Maniscalco, Sabrina; Zambrini, Roberta; Giorgi, Gian Luca
Physical Review Letters 126, 130403 (1-8) (2021)

Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing

Nokkala, Johannes;Martínez-Peña, Rodrigo;Giorgi, Gian Luca; Parigi, Valentina;Soriano, Miguel C.;Zambrini, Roberta
Communications Physics 4, 53 (2021)

The role of coherence in Quantum Reservoir Computing

Palacios de Luis, Ana (Advisors: R. Zambrini and G.L. Giorgi)
Master Thesis (2020)

Symmetry and block structure of the Liouvillian superoperator in partial secular approximation

Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Zambrini, Roberta
Physical Review A 101, 042108 (2020)

Topological Protection and Control of Quantum Markovianity

Giorgi, Gian Luca; Lorenzo, Salvatore; Longhi, Stefano
Photonics 7, 18 (1-11) (2020)

Microscopic and phenomenological models of driven systems in structured reservoirs

Giorgi, Gian Luca; Saharyan, Astghik; Guérin, Stéphane; Sugny, Dominique; Bellomo, Bruno
Physical Review A 101, 012122 (1-9) (2020)

Boosting the performance of small autonomous refrigerators via common environmental effects

Manzano,Gonzalo;Giorgi,Gian Luca;Fazio,Rosario;Zambrini,Roberta
New Journal of Physics 21, 123026 (1-14) (2019)

Local vs global master equation with common and separate baths: superiority of the global approach in partial secular approximation

Cattaneo, Marco; Giorgi, Gian Luca; Maniscalco, Sabrina; Zambrini, Roberta
New Journal of Physics 21, 113045 (2019)

Transient synchronization in open quantum systems

Giorgi, Gian Luca; Cabot, Albert; Zambrini, Roberta
Advances in Open Systems and Fundamental Tests of Quantum Mechanics. Springer Proceedings in Physics (edited by B. Vacchini, H. P. Breuer, A. Bassi), Springer, Cham, 73-89 (2019)

Quantum probing topological phase transitions by non-Markovianity

Giorgi, Gian Luca; Longhi, Stefano; Cabot, Albert; Zambrini, Roberta
Annalen der Physik 2019, 1900307 (1-12) (2019)

Detecting the topological phases of the Kitaev model via complex network analysis

Llodrà Bisellach, Guillem (Supervisors Zambrini, Roberta; Giorgi, Gian Luca)
Master Thesis (2019)

State transfer in Open Quantum Systems

Ballesteros Ferraz, Lorena (Supervisors Zambrini, Roberta; Giorgi, Gian Luca)
Master Thesis (2019)

Exceptional points in 1D arrays of quantum harmonic oscillators

Cabot, Albert; Giorgi, Gian Luca; Longhi, Stefano; Zambrini, Roberta
EPL (Europhysics Letters) 127, 20001 (1-7) (2019)

Quantum synchronization in dimer atomic lattices

Cabot, Albert; Giorgi, Gian Luca; Galve, Fernando; Zambrini, Roberta
Physical Review Letters 123, 023604 (1-6) (2019)

Landau–Zener Topological Quantum State Transfer

Longhi, Stefano; Giorgi, Gian Luca; Zambrini, Roberta
Advanced Quantum Technologies 2, 1800090 (1-10) (2019)

Machine Learning Applied to Quantum Synchronization-Assisted Probing

Garau Estarellas, Gabriel; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
Advanced Quantum Technologies 2, 1800085 (2019)

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