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Learning to Learn Variational Quantum Algorithm
IEEE Transactions on Neural Networks and Learning Systems, 2022Variational quantum algorithms (VQAs) use classical computers as the quantum outer loop optimizer and update the circuit parameters to obtain an approximate ground state. In this article, we present a meta-learning variational quantum algorithm (meta-VQA)
Rui Huang, Xiaoqing Tan, Qingshan Xu
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Quantum algorithms for quantum dynamics
Nature Computational Science, 2022Among the many computational challenges faced across different disciplines, quantum-mechanical systems pose some of the hardest ones and offer a natural playground for the growing field of quantum technologies. In this Perspective, we discuss quantum algorithmic solutions for quantum dynamics, reporting on the latest developments and offering a ...
Alexander Miessen +3 more
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Quantum Algorithms and Quantum-Inspired Algorithms
Chinese Journal of Computers, 2014With the decreasing development of the classical computation,quantum computation becomes the increasing hot topic recently.In this paper,the fundamental theory of quantum computation is briefly introduced firstly.Then,we give the state of the art of quantum computation and research principles in this field from two different research directions(quantum
Zhang Yi, Lu Kai, Gao Yinghui
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The rhythm of quantum algorithms
Soft Computing, 2015Quantum algorithms can be generally represented as the dynamical evolution of an input quantum register, with the action of each logical gate, as well as of any transmission channel, defined by some quantum propagator. From a global viewpoint, this unitary dynamics is ruled by the flow of a continuous time, and the possible splitting into shorter ...
Bonzio S., Verrucchi P.
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Quantum Computational Finance: Quantum Algorithm for Portfolio Optimization
Künstliche Intell., 2018We present a quantum algorithm for portfolio optimization. We discuss the market data input, the processing of such data via quantum operations, and the output of financially relevant results. Given quantum access to the historical record of returns, the
P. Rebentrost, S. Lloyd
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2011
In this chapter, the discrete quantum Fourier transform, the Deutsch–Jozsa algorithm for balanced functions, and the Grover algorithm for database search are exposed.
Igor Volovich, Masanori Ohya
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In this chapter, the discrete quantum Fourier transform, the Deutsch–Jozsa algorithm for balanced functions, and the Grover algorithm for database search are exposed.
Igor Volovich, Masanori Ohya
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Quantum algorithm for the advection–diffusion equation simulated with the lattice Boltzmann method
Quantum Information Processing, 2021L. Budinski
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Computer Physics Communications, 2002
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Part I: The Theoretical Foundations of Quantum Computation The emergence of quantum computing represents a fundamental shift in the paradigm of information processing, moving beyond the classical constraints of Boolean logic to harness the counterintuitive principles of quantum mechanics.
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Clinical management of metastatic colorectal cancer in the era of precision medicine
Ca-A Cancer Journal for Clinicians, 2022Davide Ciardiello +2 more
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