Efficient quantum lattice gas automata

IF 2.5 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
Antonio David Bastida Zamora , Ljubomir Budinski , Ossi Niemimäki , Valtteri Lahtinen
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引用次数: 0

Abstract

This study presents a novel quantum algorithm for lattice gas automata simulation with a single time step, demonstrating logarithmic complexity in terms of CX gates. The algorithm is composed of three main steps: collision, mapping, and propagation. A computational complexity analysis and a comparison using different error rates and number of shots are provided. Despite the impact of noise, our findings indicate that accurate simulations could be achieved already on current noisy devices. This suggests potential for efficient simulation of classical fluid dynamics using quantum lattice gas automata, conditional on advancements to expand the current method to multiple time steps and state preparation.
高效量子晶格气体自动机
本研究提出了一种新颖的量子算法,用于单时间步长的晶格气体自动机模拟,以 CX 门为单位展示了对数复杂性。该算法由三个主要步骤组成:碰撞、映射和传播。我们提供了计算复杂度分析,并使用不同的错误率和镜头数量进行了比较。尽管有噪声的影响,但我们的研究结果表明,目前的噪声设备已经可以实现精确模拟。这表明使用量子晶格气体自动机对经典流体动力学进行高效模拟是有潜力的,但这取决于将当前方法扩展到多时间步骤和状态准备的进展。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Computers & Fluids
Computers & Fluids 物理-计算机:跨学科应用
CiteScore
5.30
自引率
7.10%
发文量
242
审稿时长
10.8 months
期刊介绍: Computers & Fluids is multidisciplinary. The term ''fluid'' is interpreted in the broadest sense. Hydro- and aerodynamics, high-speed and physical gas dynamics, turbulence and flow stability, multiphase flow, rheology, tribology and fluid-structure interaction are all of interest, provided that computer technique plays a significant role in the associated studies or design methodology.
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