论文标题

量子计算的演变:有关使用量子计算工具的系统调查

Evolution of Quantum Computing: A Systematic Survey on the Use of Quantum Computing Tools

论文作者

Upama, Paramita Basak, Faruk, Md Jobair Hossain, Nazim, Mohammad, Masum, Mohammad, Shahriar, Hossain, Uddin, Gias, Barzanjeh, Shabir, Ahamed, Sheikh Iqbal, Rahman, Akond

论文摘要

量子计算(QC)是指一个新兴的范式,该范式继承并建立了量子机械师(QM)的概念和现象,具有巨大的潜力,可以解锁一个显着的机会来解决科学家以前无法解决的复杂和计算上的问题。近年来,QC的巨大努力和进步标志着与古典计算技术更有效地解决现实世界问题的重要里程碑。尽管近年来已经取得了很大的进步来移动量子计算,但需要致力于将该领域从一个想法转移到工作范式。在本文中,我们进行了系统的调查,并对论文,工具,框架,平台进行分类,以促进量子计算并从应用程序和量子计算的角度分析它们。我们提出量子计算层,量子计算机平台的特征,电路模拟器,开源工具CIRQ,TensorFlow量子,ProjectQ,允许使用强大而直观的语法在Python中实现量子程序。在此之后,我们讨论当前的本质,确定公开挑战并提供未来的研究方向。我们得出的结论是,在过去的几年中,出现了许多框架,工具和平台,目前可用的设施的改进将利用量子研究社区中的研究活动。

Quantum Computing (QC) refers to an emerging paradigm that inherits and builds with the concepts and phenomena of Quantum Mechanic (QM) with the significant potential to unlock a remarkable opportunity to solve complex and computationally intractable problems that scientists could not tackle previously. In recent years, tremendous efforts and progress in QC mark a significant milestone in solving real-world problems much more efficiently than classical computing technology. While considerable progress is being made to move quantum computing in recent years, significant research efforts need to be devoted to move this domain from an idea to a working paradigm. In this paper, we conduct a systematic survey and categorize papers, tools, frameworks, platforms that facilitate quantum computing and analyze them from an application and Quantum Computing perspective. We present quantum Computing Layers, Characteristics of Quantum Computer platforms, Circuit Simulator, Open-source Tools Cirq, TensorFlow Quantum, ProjectQ that allow implementing quantum programs in Python using a powerful and intuitive syntax. Following that, we discuss the current essence, identify open challenges and provide future research direction. We conclude that scores of frameworks, tools and platforms are emerged in the past few years, improvement of currently available facilities would exploit the research activities in the quantum research community.

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