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QuDiet: A classical simulation platform for qubit-qudit hybrid quantum systems QuDiet:量子位-量子位混合量子系统的经典模拟平台
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-28 DOI: 10.1049/qtc2.12058
Turbasu Chatterjee, Arnav Das, Subhayu Kumar Bala, Amit Saha, Anupam Chattopadhyay, Amlan Chakrabarti

In recent years, numerous research advancements have extended the limit of classical simulation of quantum algorithms. Although, most of the state-of-the-art classical simulators are only limited to binary quantum systems, which restrict the classical simulation of higher-dimensional quantum computing systems. Through recent developments in higher-dimensional quantum computing systems, it is realised that implementing qudits improves the overall performance of a quantum algorithm by increasing memory space and reducing the asymptotic complexity of a quantum circuit. Hence, in this article, QuDiet, a state-of-the-art user-friendly python-based higher-dimensional quantum computing simulator is introduced. QuDiet offers multi-valued logic operations by utilising generalised quantum gates with an abstraction so that any naive user can simulate qudit systems with ease as compared to the existing ones. Various benchmark quantum circuits is simulated in QuDiet and show the considerable speedup in simulation time as compared to the other simulators without loss in precision. Finally, QuDiet provides a full qubit-qudit hybrid quantum simulator package with quantum circuit templates of well-known quantum algorithms for fast prototyping and simulation. Comprehensive simulation up to 20 qutrits circuit on depth 80 on QuDiet was successfully achieved. The complete code and packages of QuDiet is available at https://github.com/LegacYFTw/QuDiet.

近年来,众多研究进展扩展了量子算法经典模拟的极限。尽管如此,大多数最先进的经典模拟器仅局限于二进制量子系统,这限制了对高维量子计算系统的经典模拟。通过高维量子计算系统的最新发展,人们意识到实现量子点可以通过增加内存空间和降低量子电路的渐近复杂性来提高量子算法的整体性能。因此,本文介绍了 QuDiet,一个基于 python 的最先进的用户友好型高维量子计算模拟器。QuDiet 利用具有抽象性的通用量子门提供多值逻辑运算,因此与现有系统相比,任何天真的用户都能轻松模拟量子系统。QuDiet 模拟了各种基准量子电路,结果表明,与其他模拟器相比,QuDiet 的模拟时间大大缩短,而精度却没有降低。最后,QuDiet 提供了一个完整的量子比特-量子比特混合量子模拟器软件包,其中包含知名量子算法的量子电路模板,可用于快速原型设计和模拟。在 QuDiet 上成功实现了深度为 80 的 20 量子电路的全面仿真。QuDiet的完整代码和软件包可在https://github.com/LegacYFTw/QuDiet。
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引用次数: 3
Why should and how can quantum technologies be leveraged at national levels? 为什么以及如何在国家层面上利用量子技术?
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-21 DOI: 10.1049/qtc2.12057
AbdulMalek Baitulmal, Nadia Adem
Quantum technologies (QT) promise to change the landscape of technologies disruptively in diverse industries. For this reason, many nations around the globe are investing to emerge within the global quantum ecosystem through initiating national programs and international partnerships. Nonetheless, some other countries are still running behind and yet their governments need to take series actions to help their private and public sectors adapt to the looming changes, considering the new regulations required and the huge influence that QT will present in the near future. In this opinion piece, we provide, for the best of our knowledge, the first generally applicable, yet comprehensive and brief, framework for leveraging the emerging quantum technologies to facilitate the establishment of national initiatives properly. The insights presented in this article were driven based on investigating various approaches, initiatives, and roadmaps adopted globally and meeting with local and regional leaders, professionals, and governmental officials. Furthermore, taken into account socioeconomic and institutional dimensions of the Libyan society, we project the framework for the Libyan nation. This opinion piece is intended to inspire researchers, technical industrial experts, stakeholders, and governmental bodies to find roles they need to play to bring QT forward.
量子技术有望颠覆性地改变不同行业的技术格局。因此,全球许多国家都在投资,通过启动国家计划和国际伙伴关系,在全球量子生态系统中脱颖而出。尽管如此,其他一些国家仍在落后,但考虑到所需的新法规和QT在不久的将来将产生的巨大影响,它们的政府需要采取一系列行动,帮助私营和公共部门适应迫在眉睫的变化。在这篇观点文章中,据作者所知,他们提供了第一个普遍适用但全面而简短的框架,用于利用新兴的QT来促进适当制定国家倡议。本文中提出的见解是基于对全球采用的各种方法、举措和路线图的调查,以及与地方和地区领导人、专业人士和政府官员的会面。此外,考虑到利比亚社会的社会经济和体制层面,预测了利比亚国家的框架。这篇观点文章旨在激励研究人员、技术行业专家、利益相关者和政府机构找到他们需要发挥的作用,以推动QT的发展。
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引用次数: 0
Quantum computing in India: Recent developments and future 印度量子计算的最新发展和未来
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-21 DOI: 10.1049/qtc2.12056
Varun G. Menon, Mainak Adhikari
<p>Quantum computing combines mathematics, quantum physics, and computer science to optimise, learn, and simulate chemical, physical, and biological systems. It offers the ability to solve problems in a unique method and to speed up solutions compared to standard procedures. This computing may solve issues with intractable inputs. With the capabilities of quantum computers and the availability of quantum development kits, quantum computing is expected to become ubiquitous, and the demand for trained people is expected to rise significantly. Quantum technologies are rapidly developing globally with substantial disruptive potential. Quantum technology is opening up new frontiers in computing, communications, and cyber security with widespread applications. The range of quantum technologies is expected to be one of the significant technology disruptions that will change the entire paradigm of computation, communication, and encryption. It is perceived that the countries that achieve an edge in this emerging field will have a more significant advantage in garnering multifold economic growth and dominant leadership roles. It is expected that lots of commercial applications will emerge from the developing theoretical constructs in this area. In India, there is a growing interest in quantum computing and communication with active participation from students, developers, industry, and academia, leading to many recent initiatives and developments. This article provides an overview of some of the recent developments of quantum computing in India and the future ahead.</p><p>In its 2020 budget, the Indian government announced the National Mission on Quantum Technologies and Applications, which will be run by the Department of Science and Technology with a budget of 80 billion INR over five years [<span>1</span>]. Among the next-generation technologies that will be pushed by this mission are quantum computers and computing, quantum communication, quantum key distribution, cryptanalysis, quantum devices, quantum sensing, quantum materials, quantum clocks, and so on. The mission will focus on basic science, technology development, building up human and infrastructure resources, innovation, and new businesses to solve problems that are important to the country. By putting the mission into action, India would be able to develop and use quantum computers, secure communications through fibre and free space, quantum encryption and cryptanalysis, and other related technologies. It would also be able to deal with national and regional problems that are unique to India.</p><p>International Business Machines (IBM) and the Indian Institute of Technology, Madras (IIT-Madras) joined forces in September 2022 to help India learn more about quantum computing and accelerate research [<span>2</span>]. With this partnership, IIT Madras becomes one of the more than 180 members of the IBM Quantum Network around the world. IIT Madras is also the "first Indian institution" to join t
该小组正在共同开发用于商业和军事应用的量子计算机。2020年12月,印度DRDO青年科学家实验室为量子技术开发了一个量子随机数生成器。它可以检测随机量子事件并将其转换为二进制数流,这代表着印度量子技术的重大进步。量子计算机由于其强大的特性,在设计、构建和编写代码方面极具挑战性。训练一个人工智能模型来识别图片中的事物将是多么具有挑战性,这并不奇怪。由于量子计算的复杂性,量子计算机和程序容易受到噪声和缺陷错误的影响,以及量子相干的损失。随着量子位数量的增加,保持这些量子位与周围环境的隔离变得越来越困难。结果,退相干几乎肯定会发生,这导致引入了几个误差。量子计算和人工智能的一些主要应用领域包括金融服务和医疗保健、寻找数学问题的解决方案以及检测欺诈活动和网络攻击。图1总结了印度量子计算和通信的最新发展以及未来计划。在印度,人们对量子计算产生了极大的兴趣,学生、开发者、工业界和学术界都积极参与其中,导致了最近的许多举措和发展。该国也有望很快成为量子计算的人才中心。当前的需要是普及量子计算技术及其优势和应用,同时建立足够的量子计算能力,并培养建造和运行实用尺寸、成本合理的量子计算机的技能。在大学层面引入更多的教育课程,将量子科学与工程发展成为一门将培养大量科学技术人才的学科。印度计划在2026年前开发一种约有50个量子位的量子计算机,加入澳大利亚和以色列等许多国家的行列,推动这项新兴技术的更广泛应用。在未来5年,印度将在各种项目上投资10亿美元,以提高其在量子信息和气象学、量子应用和材料以及量子通信方面的能力。印度估计,使用量子技术的企业比例将从2022年的不到1%增加到2030年的35%至45%。目前,该国有14或15家初创公司致力于量子技术的商业应用,但预计在未来十年内,这一数字将攀升至400至500家。Varun G.Menon:概念化;数据管理;调查资源;验证;可视化;写作——初稿;写作-复习&amp;编辑。Mainak Adhikari:概念化;形式分析;项目管理;监督;写作——初稿;写作-复习&amp;编辑。
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引用次数: 0
Rotational abstractions for verification of quantum Fourier transform circuits 量子傅立叶变换电路验证的旋转抽象
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-13 DOI: 10.1049/qtc2.12055
Arun Govindankutty, Sudarshan K. Srinivasan, Nimish Mathure

With the race to build large-scale quantum computers and efforts to exploit quantum algorithms for efficient problem solving in science and engineering disciplines, the requirement to have efficient and scalable verification methods are of vital importance. A novel formal verification method that is targeted at Quantum Fourier Transform (QFT) circuits is proposed. Quantum Fourier Transform is a fundamental quantum algorithm that forms the basis of many quantum computing applications. The verification method employs abstractions of quantum gates used in QFT that leads to a reduction of the verification problem from Hilbert space to the quantifier free logic of bit-vectors. Very efficient decision procedures are available to reason about bit-vectors. Therefore, this method is able to scale up to the verification of QFT circuits with 10,000 qubits and 50 million quantum gates, providing a meteoric advance in the size of QFT circuits thus far verified using formal verification methods.

随着建造大规模量子计算机的竞赛以及利用量子算法在科学和工程学科中高效解决问题的努力,对高效和可扩展的验证方法的要求至关重要。针对量子傅立叶变换(QFT)电路,提出了一种新的形式化验证方法。量子傅立叶变换是一种基本的量子算法,它构成了许多量子计算应用的基础。该验证方法采用了QFT中使用的量子门的抽象,从而将验证问题从希尔伯特空间简化为位向量的无量词逻辑。非常有效的决策过程可用于对比特向量进行推理。因此,这种方法能够扩展到具有10000个量子位和5000万个量子门的QFT电路的验证,为迄今为止使用正式验证方法验证的QFT芯片的规模提供了巨大的进步。
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引用次数: 0
Enhancing satellite-to-ground communication using quantum key distribution 利用量子密钥分发增强星地通信
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-03 DOI: 10.1049/qtc2.12053
Keshav Kasliwal, Jayanthi P N, Adarsh Jain, Rajesh Kumar Bahl

Classical Cryptography has been in use for a long time. It has been the only way of securing people's communication. However, there are some flaws observed during the execution of classical cryptography. One of them being the staunch belief that the number composed of multiplication of two large prime numbers cannot be factorised easily, which is under a threat thanks to the computational power of the quantum computers. The next flaw is the non-detection of the hacker, both of which can be eliminated by using quantum mechanical principles for encryption purposes, which is known as quantum cryptography. Quantum Key Distribution, which provides an information-theoretically safe solution to the key exchange problem, is the most well-known example of quantum cryptography. The benefit of quantum cryptography is that it makes it possible to perform a variety of cryptographic operations that have been demonstrated or are hypothesised to be impractical when using solely traditional (i.e., non-quantum) communication. Free-space quantum communication has been successfully demonstrated across 300 m by the Indian Space Research Organization (ISRO) in March 2021. With this, ISRO is trying to achieve the same using a satellite-based communication mechanism, which would revolutionise the mode of modern communication. It is justified that the key generation rate depends on factors like the aperture diameter of the sender and receiver, distance between them, the quantum bit error rate, and many more. The results vary with the parameters in the discussion as explained in the upcoming sections. The avenue of different types of losses that occur while transmitting at large distances, such as Atmospheric Loss, Pointing Loss and Geometric Loss, is explored.

经典密码学已经使用了很长时间。这是确保人们交流的唯一途径。然而,在执行经典密码学的过程中,观察到了一些缺陷。其中之一是坚信,由两个大素数相乘组成的数字不容易分解,由于量子计算机的计算能力,这一数字受到了威胁。下一个缺陷是没有检测到黑客,这两个缺陷都可以通过使用量子力学原理进行加密来消除,这就是所谓的量子密码学。量子密钥分发是量子密码学中最著名的例子,它为密钥交换问题提供了理论上安全的信息解决方案。量子密码学的好处是,它可以执行各种已经证明或假设在仅使用传统(即非量子)通信时不切实际的密码操作。2021年3月,印度空间研究组织(ISRO)成功演示了300米自由空间量子通信。据此,印度空间研究组织正试图利用基于卫星的通信机制实现这一目标,这将彻底改变现代通信模式。可以证明,密钥生成率取决于发送器和接收器的孔径、它们之间的距离、量子误码率等因素。结果随着讨论中的参数而变化,如在接下来的章节中所解释的。探讨了在大距离传输时发生的不同类型损耗的途径,如大气损耗、指向损耗和几何损耗。
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引用次数: 2
Quantum finite difference solvers for physics simulation 用于物理模拟的量子有限差分求解器
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-03-03 DOI: 10.1049/qtc2.12054
Anthony Chagneau, Laëticia Nathoo, Jérémy Alloul, Bertrand Gabriel

Physics systems are becoming increasingly complex and require more and more computing time. Quantum computing, which has shown its efficiency on some problems, such as the factorisation of a number with Shor's algorithm, may be the solution to reduce these computation times. Here, the authors propose two quantum numerical schemes for the simulation of physics phenomena, based on the finite difference method. The aim is to see if quantum versions of standard numerical schemes offer an advantage over their classical counterparts, either in accuracy, stability or computation time. First, the authors will present the different phenomena studied as well as the classical solution methods chosen. The authors will then describe the implementation of the quantum numerical schemes and present some results obtained on the different physics phenomena beforehand and then compare both approaches, classical and quantum.

物理系统变得越来越复杂,需要越来越多的计算时间。量子计算在一些问题上已经显示出了它的效率,比如用Shor算法对数字进行因子分解,它可能是减少这些计算时间的解决方案。在此,作者基于有限差分法,提出了两种用于模拟物理现象的量子数值方案。其目的是看看标准数值格式的量子版本是否在精度、稳定性或计算时间方面优于经典版本。首先,作者将介绍所研究的不同现象以及所选择的经典求解方法。然后,作者将描述量子数值方案的实现,并介绍预先对不同物理现象获得的一些结果,然后比较经典和量子两种方法。
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引用次数: 0
Multi-hop teleportation of arbitrary multi-qudit states based on d-level GHZ channels 基于d级GHZ信道的任意多量子态的多跳隐形传态
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2023-01-27 DOI: 10.1049/qtc2.12052
Yi Ding, Min Jiang

The combination of quantum communication technology and wireless networks brings a flexible and secure communication method that adapts to a more complex and open network environment. A new multi-hop teleportation scheme is investigated for transferring arbitrary unknown multi-qudit states between two distant parties. Based on a more general quantum routing protocol, intermediate nodes are introduced and linked with each other via d-level entangled Greenberger-Horne-Zeilinger states as quantum channels. In this multi-hop teleportation protocol, the source node and all the intermediate nodes can perform the entanglement measurement and transmit the measurement results simultaneously, thus reducing the time consumption largely. Furthermore, a general matrix formula is derived between the measurement results and the receiver's state, which enables the receiver to restore the unknown state efficiently. Compared with previous multi-hop teleportation protocols, the teleportation protocol of arbitrary unknown multi-qudit states of the authors can transfer more information, and it demonstrates lower computational complexity and higher flexibility.

量子通信技术和无线网络的结合带来了一种灵活、安全的通信方法,可以适应更复杂、更开放的网络环境。研究了一种新的多跳隐形传态方案,用于在两个遥远的方之间传输任意未知的多量子态。基于更通用的量子路由协议,引入中间节点,并通过d级纠缠的Greenberger-Horne-Zeilinger态作为量子通道相互连接。在这种多跳隐形传态协议中,源节点和所有中间节点可以同时进行纠缠测量和传输测量结果,从而大大减少了时间消耗。此外,在测量结果和接收器状态之间导出了一个通用矩阵公式,使接收器能够有效地恢复未知状态。与以往的多跳隐形传送协议相比,作者提出的任意未知多量子态的隐形传送协议可以传递更多的信息,并且具有较低的计算复杂度和较高的灵活性。
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引用次数: 0
Energy-efficient routing protocol developed for internet of things networks 为物联网网络开发的节能路由协议
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2022-12-16 DOI: 10.1049/qtc2.12051
Ban Ayad Ahmmad, Salah Abdulghani Alabady

Wireless Sensor Networks (WSNs) due to their numerous applications have become a significant research topic in recent years, which include monitoring, tracking/detection, medical, military surveillance, and industrial. Due to the small sensors' difficulty in being easily recharged after random deployment, energy consumption is a challenging research problem for WSNs in general. One popular scenario for reducing energy consumption for WSNs is to use cluster-based technology to reduce sensor node communication distance. Along with focusing on the Chain Cluster Based routing protocol classes. Initially, the Calinski Harabasz approach is utilized to find the optimum number of clusters. This modification will take place for two stages that pass via improving techniques of enhancing the Improved Energy-Efficient PEGASIS-Based (IEEPB) protocol to achieve the main goal of this study. The network lifetime was then extended by using the K-means algorithm. As a result, rather than using a single long path, data is transferred over shorter parallel lines. The protocol is simulated with the MatlabR2015b simulator, which produces clear and effective simulation results, particularly in terms of energy savings. The outcome of the simulation results shows that the Improved energy-efficient PEGASIS-based routing protocol- KMeans optimisation (Improved EEPB- K-means Optimisation) protocol outperforms the Low-energy adaptive clustering hierarchy, Power-efficient gathering in sensor information systems, IEEPB, and MIEEPB protocols.

无线传感器网络(WSN)由于其众多的应用,近年来已成为一个重要的研究课题,包括监测、跟踪/检测、医疗、军事监视和工业。由于小型传感器在随机部署后难以轻松充电,因此能量消耗对无线传感器网络来说是一个具有挑战性的研究问题。减少无线传感器网络能耗的一个流行场景是使用基于集群的技术来减少传感器节点的通信距离。同时重点介绍了基于链簇的路由协议类。最初,使用Calinski-Harabasz方法来找到最佳簇数。这一修改将分两个阶段进行,通过改进基于改进能效PEGASIS(IEEPB)协议的技术来实现本研究的主要目标。然后使用K-means算法来延长网络寿命。因此,数据通过较短的并行线路传输,而不是使用单个长路径。该协议是用MatlabR2015b模拟器模拟的,它产生了清晰有效的模拟结果,特别是在节能方面。仿真结果表明,改进的基于节能PEGASIS的路由协议-KMeans优化(改进的EEPB-K-means优化)协议优于低能耗自适应聚类层次结构、传感器信息系统中的节能采集、IEEPB和MIEEPB协议。
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引用次数: 0
Second quantised information distance 第二量化信息距离
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2022-09-28 DOI: 10.1049/qtc2.12050
Songsong Dai

The Kolmogorov complexity of a string is the minimum length of a programme that can produce that string. Information distance between two strings based on Kolmogorov complexity is defined as the minimum length of a programme that can transform either string into the other one, both ways. The second quantised Kolmogorov complexity of a quantum state is the minimum average length of a quantum programme that can reproduce that state. In this paper, a second quantised information distance is defined based on the second quantised Kolmogorov complexity. It is described as the minimum average length of a transformation quantum programme between two quantum states. This distance's basic properties are discussed. A practical analogue of quantum information distance is also developed based on quantum data compression.

字符串的Kolmogorov复杂性是能够产生该字符串的程序的最小长度。基于Kolmogorov复杂性的两个字符串之间的信息距离被定义为一个程序的最小长度,该程序可以将任意一个字符串转换为另一个字符串。量子态的第二个量子化的Kolmogorov复杂性是可以再现该状态的量子程序的最小平均长度。本文在第二量化Kolmogorov复杂度的基础上定义了第二量化信息距离。它被描述为两个量子态之间转换量子程序的最小平均长度。讨论了该距离的基本性质。基于量子数据压缩,还开发了一种实用的量子信息距离模拟方法。
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引用次数: 0
Generalised probabilistic theories in a new light 一种新的概率论
Q3 QUANTUM SCIENCE & TECHNOLOGY Pub Date : 2022-08-12 DOI: 10.1049/qtc2.12045
Raed Shaiia

In this paper, a modified formulation of generalised probabilistic theories that will always give rise to the structure of Hilbert space of quantum mechanics, in any finite outcome space, is presented and the guidelines to how to extend this work to infinite dimensional Hilbert spaces are given. Moreover, this new formulation which will be called as extended operational-probabilistic theories, applies not only to quantum systems, but also equally well to classical systems, without violating Bell's theorem, and at the same time solves the measurement problem. A new answer to the question of why our universe is quantum mechanical rather than classical will be presented. Besides, this extended probability theory shows that it is non-determinacy, or to be more precise, the non-deterministic description of the universe, that makes the laws of physics the way they are. In addition, this paper shows that there is still a possibility that there might be a deterministic level from which our universe emerges, which if understood correctly, may open the door wide to applications in areas such as quantum computing. In addition, this paper explains the deep reason why complex Hilbert spaces in quantum mechanics are needed.

本文给出了广义概率论在任何有限结果空间中总能得到量子力学希尔伯特空间结构的一个修正公式,并给出了如何将这一工作推广到无限维希尔伯特空间的指导方针。此外,这个新的公式将被称为扩展的操作概率理论,不仅适用于量子系统,也同样适用于经典系统,而不违反贝尔定理,同时解决了测量问题。对于为什么我们的宇宙是量子力学的而不是经典的这个问题,一个新的答案将被提出。此外,这种扩展的概率论表明,是不确定性,或者更准确地说,是对宇宙的不确定性描述,使物理定律成为现在的样子。此外,这篇论文表明,我们的宇宙仍然有可能存在一个确定性的水平,如果正确理解,可能会为量子计算等领域的应用打开大门。此外,本文还解释了量子力学中需要复数希尔伯特空间的深层原因。
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引用次数: 0
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IET Quantum Communication
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