Roberta Zambrini

Roberta Zambrini
Profile
Present research interests: complex quantum systems, open quantum systems, quantum networks, quantum networks, quantum machine learning

UIB page: https://www.uib.cat/personal/ABjIxOTcwNg/

Recent Publications

Role of coherence in many-body Quantum Reservoir Computing

Palacios, A; Martínez-Peña, R.; C. Soriano, M; Giorgi, G.L.; Zambrini, R.
Submitted (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)

Optical phase encoding in a pulsed approach to reservoir computing

Henaff, Johan; Ansquer, Matthieu; Soriano, Miguel C.; Zambrini, Roberta; Treps, Nicolas; Parigi, Valentina
Optics Letters 49, 2097-2100 (2024)

Quantum fidelity kernel with a trapped-ion simulation platform

Martínez-Peña, Rodrigo; Soriano, Miguel C.; Zambrini, Roberta
Physical Review A 109, 042612 (2024)

Ongoing Research projects

CoQHoNet

Connecting Quantum Hopfield Networks

P.I.: Roberta Zambrini
CoQHoNet is a Marie Curie European Postdoctoral Fellowships, which allows the hiring of Dr. Eliana Fiorelli to execute the following research project: Classical Neural Networks (NNs) are architectures successfully employed in Machine ...

MdM-IFISC-2

Maria de Maeztu 2023-2026

P.I.: Ernesto Estrada, Ingo Fischer, Emilio Hernández-García, Rosa Lopez, Claudio Mirasso, Jose Javier Ramasco, Raúl Toral, Roberta Zambrini
After 15 years of its existence, IFISC can point to a proven track record of impactful research. The previous 2018-2022 MdM award has significantly enhanced the institute's capabilities, as demonstrated by an ...

CoQuSy

Complex Quantum Systems: machine learning, thermodynamics, and emergent phenomena

P.I.: Gian Luca Giorgi, Gonzalo Manzano, Roberta Zambrini
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 ...

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