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arXiv:2311.16265 · Journal of Physics A Mathematical and Theoretical

Complex quantum networks: a topical review

Johannes Nokkala, Jyrki Piilo, Ginestra Bianconi A

Published Apr 22, 2024• 43 citations
arXivHTMLPDF

Abstract

Abstract These are exciting times for quantum physics as new quantum technologies are expected to soon transform computing at an unprecedented level. Simultaneously network science is flourishing proving an ideal mathematical and computational framework to capture the complexity of large interacting systems. Here we provide a comprehensive and timely review of the rising field of complex quantum networks. On one side, this subject is key to harness the potential of complex networks in order to provide design principles to boost and enhance quantum algorithms and quantum technologies. On the other side this subject can provide a new generation of quantum algorithms to infer significant complex network properties. The field features fundamental research questions as diverse as designing networks to shape Hamiltonians and their corresponding phase diagram, taming the complexity of many-body quantum systems with network theory, revealing how quantum physics and quantum algorithms can predict novel network properties and phase transitions, and studying the interplay between architecture, topology and performance in quantum communication networks. Our review covers all of these multifaceted aspects in a self-contained presentation aimed both at network-curious quantum physicists and at quantum-curious network theorists. We provide a framework that unifies the field of quantum complex networks along four main research lines: network-generalized, quantum-applied, quantum-generalized and quantum-enhanced. Finally we draw attention to the connections between these research lines, which can lead to new opportunities and new discoveries at the interface between quantum physics and network science.

DOI
10.1088/1751-8121/ad41a6

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Quantum networks are a rapidly evolving technology that utilizes the principles of quantum mechanics to facilitate secure communication, distributed quantum computing, and highly sensitive sensor networks. Quantum networks are constructed using diverse components, such as quantum information sources, quantum memories, quantum repeaters, and quantum detectors. These networks leverage the distinctive features of quantum mechanics, such as superposition and entanglement, to attain superior performance benefits. Despite the numerous challenges that impede the development of quantum networks, such as the requirement for more efficient and dependable components, considerable advancements have been achieved in recent years through the utilization of simulations and experimental platforms. With the growing need for enhanced security and faster computing, the potential for quantum networks appears promising in the future. The potential of these innovations to revolutionize various fields and facilitate novel breakthroughs and discoveries is noteworthy. In this paper, we review the current state of the art in quantum networks, including key concepts and technologies such as quantum key distribution, quantum repeaters, and quantum routing. We also discuss some of the key challenges in quantum networks, including scalability, noise, and interoperability, and highlight some of the key research directions in this field. Finally, we discuss some of the potential applications of quantum networks, including secure communication, quantum computing, and quantum sensing. This paper provides a comprehensive overview of the current status and future directions of quantum networks and will be of interest to researchers, engineers, and policymakers working in this field.
Quantum networks are a rapidly evolving technology that utilizes the principles of quantum mechanics to facilitate secure communication, distributed quantum computing, and highly sensitive sensor networks. Quantum networks are constructed using diverse components, such as quantum information sources, quantum memories, quantum repeaters, and quantum detectors. These networks leverage the distinctive features of quantum mechanics, such as superposition and entanglement, to attain superior performance benefits. Despite the numerous challenges that impede the development of quantum networks, such as the requirement for more efficient and dependable components, considerable advancements have been achieved in recent years through the utilization of simulations and experimental platforms. With the growing need for enhanced security and faster computing, the potential for quantum networks appears promising in the future. The potential of these innovations to revolutionize various fields and facilitate novel breakthroughs and discoveries is noteworthy. In this paper, we review the current state of the art in quantum networks, including key concepts and technologies such as quantum key distribution, quantum repeaters, and quantum routing. We also discuss some of the key challenges in quantum networks, including scalability, noise, and interoperability, and highlight some of the key research directions in this field. Finally, we discuss some of the potential applications of quantum networks, including secure communication, quantum computing, and quantum sensing. This paper provides a comprehensive overview of the current status and future directions of quantum networks and will be of interest to researchers, engineers, and policymakers working in this field.
Quantum networks are important because of the communication security they offer against classical algorithms attacks and eavesdropping. They are expected to progressively integrate the Internet but they are very different from the technical point of view. After giving some necessary theoretical background, we propose a high-level complex network description of quantum networks that takes into account their specificities. Because there is not a quantum Internet yet, the models cannot be tested against real data yet although network simulators can be used, but are expected to be useful in the future when network data will become available.
The vision of a quantum internet is to fundamentally enhance Internet technology by enabling quantum communication between any two points on Earth. While the first realisations of small scale quantum networks are expected in the near future, scaling such networks presents immense challenges to physics, computer science and engineering. Here, we provide a gentle introduction to quantum networking targeted at computer scientists, and survey the state of the art. We proceed to discuss key challenges for computer science in order to make such networks a reality.
Quantum computing stands at the forefront of scientific innovation, promising to revolutionize computing by harnessing the peculiar and powerful principles of quantum mechanics. This book, "Quantum Codebreaker - Unlocking the Secrets of Quantum Computing," is the product of a collaborative effort by a team of experts driven to unravel the mysteries and potentials of this transformative technology. Our goal was to make the profound and often complex ideas of quantum computing accessible to a broad audience, bridging the gap between foundational physics, computer science, and practical algorithmic applications. The book covers the essential quantum phenomena—such as superposition, entanglement, and interference—and demonstrates how these enable computational capabilities far beyond those of classical machines. The multi-author nature of this volume brings together diverse perspectives: from rigorous mathematical frameworks and theoretical computer science to hands-on programming examples and real-world quantum hardware advances. This collaboration ensures a rich, interdisciplinary approach that respects both the abstract beauty and the tangible challenges of quantum computing. Throughout the chapters, readers will find a careful balance of conceptual explanations, illustrative diagrams, algorithmic insights, and discussions of cutting-edge research. We also address the broader implications of quantum technologies—including cryptography, information theory, and quantum error correction—underscoring the field’s potential impact on security, communication, and computation. This book is aimed at students, educators, researchers, and curious professionals who seek a comprehensive introduction and a gateway to ongoing discoveries in quantum computation. We do not assume extensive prior knowledge of quantum physics or advanced mathematics, but we invite readers to engage with the material thoughtfully and progressively. The journey to realize practical quantum computing is one of the most exciting scientific adventures of our time, filled with profound questions and extraordinary possibilities. It is our hope that this book inspires and equips the next generation of quantum scientists and engineers to advance this frontier and unlock the full promise of quantum technologies. We are grateful to our colleagues, reviewers, and institutions who provided invaluable feedback and support throughout the development of this work. Together, we invite you to embark on this quantum quest to decode the future of computing.