Publications

High-Performance Reservoir Computing With Fluctuations in Linear Networks

Nokkala, Johannes; Martínez-Peña, Rodrigo; Zambrini, Roberta; Soriano, Miguel C.
IEEE Transactions on Neural Networks and Learning Systems 33, 2664-2675 (2022)

Quantum thermodynamics under continuous monitoring: a general framework

Manzano, Gonzalo; Zambrini, Roberta
AVS Quantum Science 4, 025302 (2022)

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

Labay-Mora, Adrià; Zambrini, Roberta; Giorgi, Gian Luca
Submitted (2022)

Quantum synchronisation and clustering in chiral networks

Lorenzo, Salvatore; Militello, Benedetto; Napoli, Anna; Zambrini, Roberta; Palma, G.Massimo
New Journal of Physics , (2022)

Quantum simulation of dissipative collective effects on noisy quantum computers

Cattaneo, Marco; Rossi, Matteo A. C.; García-Pérez, Guillermo; Zambrini, Roberta; Maniscalco, Sabrina
Submitted (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)

DIGITAL & COMPLEX INFORMATION

Zambrini, Roberta; Rius, Gemma (Topic coordinators)
CSIC's White Book on Scientific Challenges 2030, Editorial CSIC (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)

Influence of Measurements on Continuous Variable Quantum Reservoir Computing

García Beni, Jorge (Advisors: Miguel C. Soriano and Roberta Zambrini)
Master Thesis (2021)

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 , (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)

Synchronization along quantum trajectories

Es’haqi-Sani, Najmeh; Manzano, Gonzalo; Roberta, Zambrini; Fazio, Rosario
Physical Review Research 2, 023101 (1-11) (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)

Hallmarking quantum states: unified framework for coherence and correlations

Giorgi, Gian Luca; Zambrini, Roberta
Quantum 2, 109 (1-8) (2018)

Unveiling noiseless clusters in complex quantum networks

Cabot, Albert; Galve, Fernando; Eguíluz, Victor; Klemm, Konstantin; Maniscalco, Sabrina; Zambrini, Roberta
npj Quantum Information 57, 4 (2018)

Thermodynamics and Synchronization in Open Quantum Systems

Manzano Paule, Gonzalo (Supervisors: Parrondo, Juan M.R.; Zambrini, Roberta)
PhD Thesis, Springer Theses (2018)

Completely subradiant multi-atom architectures through 2D photonic crystals

Galve, Fernando; Zambrini, Roberta
Annalen der Physik 530, 1800017(1-6) (2018)

Optimal work extraction and thermodynamics of quantum measurements and correlations

Manzano, Gonzalo; Plastina, Francesco; Zambrini; Roberta
Physical Review Letters 121, 120602 (2018)

Reconfigurable optical implementation of quantum complex networks

Nokkala, Johannes; Arzani, Francesco; Galve, Fernando; Zambrini, Roberta; Maniscalco, Sabrina; Piilo, Jyrki; Treps, Nicolas; Parigi, Valentina
New Journal of Physics 20, 053024 (2018)

Coherent and radiative couplings through 2D structured environments

Galve, Fernando; Zambrini, Roberta
Physical Review A 97, 033846 (1-10) (2018)

Dynamical and quantum effects of collective dissipation in optomechanical systems

Cabot, Albert; Galve, Fernando; Zambrini, Roberta
New Journal of Physics 19, 113007 (1-15) (2017)

Multi-ion sensing of dipolar noise sources in ion traps

Galve, Fernando; Alonso, J. ; Zambrini, R.
Physical Review A 96, 033409 (2017)

Thermodynamics and synchronization in open quantum systems

Manzano, Gonzalo (Directors: Parrondo, Juan M. R.; Zambrini, Roberta)
PhD Thesis UCM (2017)

Quantum synchronization as a local signature of super and subradiance

Bellomo, B.; Giorgi, G. L.; Palma, G. M., Zambrini, R.
Physical Review A 95, 043807 (1-11) (2017)

Microscopic description for the emergence of collective dissipation in extended quantum systems

Galve, Fernando; Mandarino, Antonio; Paris, Matteo G. A; Benedetti, Claudia; Zambrini, Roberta
Scientific Reports 7, 42050 (1-10) (2017)

Quantum correlations and synchronization measures

Galve, F; Giorgi, G.L.; Zambrini, R.
Lectures on General Quantum Correlations and their Applications, Edited by F. Fernandes Fanchini, D. de Oliveira Soares Pinto, G. Adesso, Springer, 393-420 (2017)

Synchronization and Quantum Correlations in Optomechanical Systems

Cabot,Albert (supervisors: R. Zambrini and F. Galve)
Master Thesis (2016)

Minimal model for spontaneous quantum synchronization

Benedetti,C.;Galve,F.;Mandarino,A.; Paris,M.G.A.; Zambrini,R.
Physical Review A 94, 052118 (1-10) (2016)

Probing the spectral density of a dissipative qubit via quantum synchronization

Giorgi, Gian Luca; Galve, Fernando; Zambrini Roberta
Physical Review A 94, 052121 (1-9) (2016)

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