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On Quantum Methods for Machine Learning Problems Part I: Quantum Tools

open access: yesBig Data Mining and Analytics, 2020
This is a review of quantum methods for machine learning problems that consists of two parts. The first part, "quantum tools", presents the fundamentals of qubits, quantum registers, and quantum states, introduces important quantum tools based on known ...
Farid Ablayev   +5 more
doaj   +1 more source

Optical Realization of Wave-Based Analog Computing with Metamaterials

open access: yesApplied Sciences, 2020
Recently, the study of analog optical computing raised renewed interest due to its natural advantages of parallel, high speed and low energy consumption over conventional digital counterpart, particularly in applications of big data and high-throughput ...
Kaiyang Cheng   +5 more
doaj   +1 more source

Quantum algorithm for Petz recovery channels and pretty good measurements [PDF]

open access: yesPhysical Review Letters, 2020
The Petz recovery channel plays an important role in quantum information science as an operation that approximately reverses the effect of a quantum channel.
Andr'as Gily'en   +4 more
semanticscholar   +1 more source

Stochastic emulation of quantum algorithms

open access: yesNew Journal of Physics, 2022
Quantum algorithms profit from the interference of quantum states in an exponentially large Hilbert space and the fact that unitary transformations on that Hilbert space can be broken down to universal gates that act only on one or two qubits at the same
Daniel Braun, Ronny Müller
doaj   +1 more source

Quantum Weighted Fractional Fourier Transform

open access: yesMathematics, 2022
Quantum Fourier transform (QFT) is an important part of many quantum algorithms. However, there are few reports on quantum fractional Fourier transform (QFRFT).
Tieyu Zhao, Tianyu Yang, Yingying Chi
doaj   +1 more source

Quantum Algorithm for High Energy Physics Simulations.

open access: yesPhysical Review Letters, 2021
Simulating quantum field theories is a flagship application of quantum computing. However, calculating experimentally relevant high energy scattering amplitudes entirely on a quantum computer is prohibitively difficult.
B. Nachman   +3 more
semanticscholar   +1 more source

Variational quantum algorithm for estimating the quantum Fisher information [PDF]

open access: yesPhysical Review Research, 2020
The Quantum Fisher information (QFI) quantifies the ultimate precision of estimating a parameter from a quantum state, and can be regarded as a reliability measure of a quantum system as a quantum sensor.
J. Beckey   +3 more
semanticscholar   +1 more source

Quantum teleportation with atoms: quantum process tomography [PDF]

open access: yes, 2007
The performance of a quantum teleportation algorithm implemented on an ion trap quantum computer is investigated. First the algorithm is analyzed in terms of the teleportation fidelity of six input states evenly distributed over the Bloch sphere ...
Benhelm, J.   +6 more
core   +1 more source

Quantum Algorithm for Spectral Regression for Regularized Subspace Learning

open access: yesIEEE Access, 2019
In this paper, we propose an efficient quantum algorithm for spectral regression which is a dimensionality reduction framework based on the regression and spectral graph analysis. The quantum algorithm involves two core subroutines: the quantum principal
Fan-Xu Meng   +3 more
doaj   +1 more source

Simulation of Grover's Quantum Search Algorithm in “Songshan” Supercomputer System [PDF]

open access: yesJisuanji kexue
With its superposition and entanglement properties,quantum computing has a powerful parallel computing capacity.However,current quantum computers cannot ensure stable superposition states of large-scale qubits while performing quantum operations such as ...
DU Shuaiqi, LIU Xiaonan, LIAN Demeng, LIU Zhengyu
doaj   +1 more source

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