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Parameterized quantum circuits as universal generative models for continuous multivariate distributions / Barthe, Alice (U. Leiden (main) ; CERN ; Leiden U.) ; Grossi, Michele (CERN) ; Vallecorsa, Sofia (CERN) ; Tura, Jordi (U. Leiden (main) ; Leiden U.) ; Dunjko, Vedran (U. Leiden (main) ; Leiden U.)
Parameterized quantum circuits have been extensively used as the basis for machine learning models in regression, classification, and generative tasks. [...]
arXiv:2402.09848. - 13 p.
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Quantum Computing for High-Energy Physics : State of the Art and Challenges / Di Meglio, Alberto (CERN) ; Jansen, Karl (DESY, Zeuthen ; Cyprus Inst.) ; Tavernelli, Ivano (IBM, Zurich) ; Alexandrou, Constantia (Cyprus U. ; Cyprus Inst.) ; Arunachalam, Srinivasan (IBM Watson Res. Ctr.) ; Bauer, Christian W. (LBNL, Berkeley) ; Borras, Kerstin (DESY ; Aachen, Tech. Hochsch.) ; Carrazza, Stefano (Milan U. ; CERN) ; Crippa, Arianna (DESY, Zeuthen ; Humboldt U., Berlin) ; Croft, Vincent (U. Leiden (main)) et al.
Quantum computers offer an intriguing path for a paradigmatic change of computing in the natural sciences and beyond, with the potential for achieving a so-called quantum advantage, namely a significant (in some cases exponential) speed-up of numerical simulations. The rapid development of hardware devices with various realizations of qubits enables the execution of small scale but representative applications on quantum computers. [...]
arXiv:2307.03236; FERMILAB-PUB-23-468-ETD.- 2024-08-01 - 49 p. - Published in : PRX Quantum 5 (2024) 037001 Fulltext: 2307.03236 - PDF; FERMILAB-PUB-23-468-ETD - PDF; Fulltext from Publisher: PDF; External link: Fermilab Library Server

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Bloch Sphere Binary Trees: A method for the visualization of sets of multi-qubit systems pure states / Barthe, Alice (CERN ; U. Leiden (main)) ; Grossi, Michele (CERN) ; Tura, Jordi (U. Leiden (main)) ; Dunjko, Vedran (U. Leiden (main))
Understanding the evolution of a multi-qubit quantum system, or elucidating what portion of the Hilbert space is occupied by a quantum dataset becomes increasingly hard with the number of qubits [...]
arXiv:2302.02957. - 8 p.
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1	Tura, J
1	Tura, J M

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