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Roberta Zambrini

institute for cross-disciplinary physics and complex systems (ifisc)

37H-index
198Paper Count
3.8KCitation Count
Published Papers 27
Publication Date
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Learning functions of quantum states with distributed architectures
errQuantum Machine Intelligence
IF4.4
err2026-06-09
err0
PREAI
errMarta Gili; Eliana Fiorelli; Ane Blázquez-García; Gian Luca Giorgi; Roberta Zambrini
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Experimental memory control in continuous-variable optical quantum reservoir computing
errNature Photonics
IF32.9
err2026-03-17
err0
errOAAI
errIris Paparelle; Johan Henaff; Jorge García-Beni; Émilie Gillet; Daniel Montesinos; Gian Luca Giorgi; Miguel C. Soriano; Roberta Zambrini; Valentina Parigi
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errSave
Unveiling Hidden Features of Strongly Correlated Quantum Systems Through a Complex-Network Analysis
errAdvanced Quantum Technologies
IF4.3
err2025-11-09
err0
errOAAI
errGuillem Llodrà; Roberta Zambrini; Gian Luca Giorgi
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errSave
Women for quantum—manifesto of values
errCommunications Physics
IF5.8
err2025-11-05
err0
errOAAI
errAlmut Beige; Ana Predojević; Anja Metelmann; Anna Sanpera; Chiara Macchiavello; Christiane P. Koch; Christine Silberhorn; Costanza Toninelli; Dagmar Bruß; Elisa Ercolessi; Elisabetta Paladino; Francesca Ferlaino; Giulia Ferrini; Gloria Platero; Ivette Fuentes; Kae Nemoto; Leticia Tarruell; Maria Bondani; Marilu Chiofalo; Marisa Pons; Milena D’Angelo; Mio Murao; Nicole Fabbri; Paola Verrucchi; Pascale Senellart-Mardon; Roberta Citro; Roberta Zambrini; Rosario González-Férez; Sabrina Maniscalco; Susana Huelga; Tanja Mehlstäubler; Valentina Parigi; Verònica Ahufinger
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errSave
Quantum reservoir computing in atomic lattices
errCHAOS SOLITONS & FRACTALS
IF5.6
err2025-06-01
err0
PREAI
errLlodra, Guillem; Mujal, Pere; Zambrini, Roberta; Giorgi, Gian Luca
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Conditional fluctuation theorems and entropy production for monitored quantum systems under imperfect detection
errPHYSICAL REVIEW RESEARCH
IF4.2
err2025-01-21
err0
errOAAI
errFerri-Cortes, Mar; Almanzaa-Marrero, Jose A.; Lopez, Rosa; Zambrini, Roberta; Manzano, Gonzalo
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Neural networks with quantum states of light
errPHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES
IF3.7
err2024-12-24
err0
errOAAI
errLabay-Mora, Adria; Garcia-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
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Role of coherence in many-body Quantum Reservoir Computing
errCOMMUNICATIONS PHYSICS
IF5.8
err2024-11-14
err1
errOAAI
errPalacios, Ana; Martinez-Pena, Rodrigo; Soriano, Miguel C.; Giorgi, Gian Luca; Zambrini, Roberta
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Integration of seasonal frequency domain electromagnetic surveys and geological data for assessing the integrity of earthen levee systems. The case study of the Panaro River (Northern Italy)
errENGINEERING GEOLOGY
IF8.4
err2024-11-01
err0
errOAAI
errBertone, N.; Forte, E.; Titti, G.; Zambrini, R.; Macini, P.; Mocnik, A.; Parodi, S.; Pellegrini, F.; Possamai, M.; Staboli, C.; Valente, M.; Borgatti, L.
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Engineered dissipation to mitigate barren plateaus
errNPJ QUANTUM INFORMATION
IF8.3
err2024-09-04
err1
errOAAI
errSannia, Antonio; Tacchino, Francesco; Tavernelli, Ivano; Giorgi, Gian Luca; Zambrini, Roberta
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errSave
Nonequilibrium Transition between Dissipative Time Crystals
errPRX QUANTUM
IF11
err2024-08-06
err2
errOAAI
errCabot, Albert; Giorgi, Gian Luca; Zambrini, Roberta
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Retrieving past quantum features with deep hybrid classical-quantum reservoir computing
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2024-07-19
err2
errOAAI
errNokkala, Johannes; Giorgi, Gian Luca; Zambrini, Roberta
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errSave
Optical phase encoding in a pulsed approach to reservoir computing
errOPTICS LETTERS
IF3.3
err2024-04-11
err2
errOAAI
errHenaff, Johan; Ansquer, Matthieu; Soriano, Miguel c.; Zambrini, Roberta; Treps, Nicolas; Parigi, Valentina
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Squeezing as a resource for time series processing in quantum reservoir computing
errOPTICS EXPRESS
IF3.3
err2024-02-09
err4
errOAAI
errGarcia-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
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Experimental Optical Simulator of Reconfigurable and Complex Quantum Environment
errPRX QUANTUM
IF11
err2023-10-16
err8
errOAAI
errRenault, P.; Nokkala, J.; Roeland, G.; Joly, N. Y.; Zambrini, R.; Maniscalco, S.; Piilo, J.; Treps, N.; Parigi, V.
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errSave
Scalable Photonic Platform for Real-Time Quantum Reservoir Computing
errPHYSICAL REVIEW APPLIED
IF4.4
err2023-07-24
err23
errOAAI
errGarcia-Beni, Jorge; Giorgi, Gian Luca; Soriano, Miguel C.; Zambrini, Roberta
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errSave
Quantum Simulation of Dissipative Collective Effects on Noisy Quantum Computers
errPRX QUANTUM
IF11
err2023-03-08
err21
errOAAI
errCattaneo, Marco; Rossi, Matteo A. C.; Garcia-Perez, Guillermo; Zambrini, Roberta; Maniscalco, Sabrina
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errSave
Time-series quantum reservoir computing with weak and projective measurements
errNPJ QUANTUM INFORMATION
IF8.3
err2023-02-23
err32
errOAAI
errMujal, Pere; Martinez-Pena, Rodrigo; Giorgi, Gian Luca; Soriano, Miguel C. C.; Zambrini, Roberta
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errSave
High-Performance Reservoir Computing With Fluctuations in Linear Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err17
PREAI
errNokkala, Johannes; Martinez-Pena, Rodrigo; Zambrini, Roberta; Soriano, Miguel C.
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errSave
Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing
errCOMMUNICATIONS PHYSICS
IF5.8
err2021-03-22
err57
errOAAI
errNokkala, Johannes; Martinez-Pena, Rodrigo; Luca Giorgi, Gian; Parigi, Valentina; Soriano, Miguel C.; Zambrini, Roberta
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Research Directions

No research directions
Co-authors
Cooperation Journals
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Stephen M. Barnett
H-index: 85 · Papers: 726
I
Ivano Tavernelli
H-index: 63 · Papers: 361
C
Christine Silberhorn
H-index: 57 · Papers: 541
V
Vı́ctor M. Eguı́luz
H-index: 55 · Papers: 219
K
Kae Nemoto
H-index: 49 · Papers: 684
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