Parallel Self-Testing of the GHZ State with a Proof by Diagrams
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Completeness of the ZX-Calculus
Completeness of the ZX-calculus Quanlong Wang Wolfson College University of Oxford A thesis submitted for the degree of Doctor of Philosophy Hilary 2018 Acknowledgements Firstly, I would like to express my sincere gratitude to my supervisor Bob Coecke for all his huge help, encouragement, discussions and comments. I can not imagine what my life would have been like without his great assistance. Great thanks to my colleague, co-auhor and friend Kang Feng Ng, for the valuable cooperation in research and his helpful suggestions in my daily life. My sincere thanks also goes to Amar Hadzihasanovic, who has kindly shared his idea and agreed to cooperate on writing a paper based one his results. Many thanks to Simon Perdrix, from whom I have learned a lot and received much help when I worked with him in Nancy, while still benefitting from this experience in Oxford. I would also like to thank Miriam Backens for loads of useful discussions, advertising for my talk in QPL and helping me on latex problems. Special thanks to Dan Marsden for his patience and generousness in answering my questions and giving suggestions. I would like to thank Xiaoning Bian for always being ready to help me solve problems in using latex and other softwares. I also wish to thank all the people who attended the weekly ZX meeting for many interesting discussions. I am also grateful to my college advisor Jonathan Barrett and department ad- visor Jamie Vicary, thank you for chatting with me about my research and my life. I particularly want to thank my examiners, Ross Duncan and Sam Staton, for their very detailed and helpful comments and corrections by which this thesis has been significantly improved. -
Testing the Quantum-Classical Boundary and Dimensionality of Quantum Systems
Testing the Quantum-Classical Boundary and Dimensionality of Quantum Systems Poh Hou Shun Centre for Quantum Technologies National University of Singapore This dissertation is submitted for the degree of Doctor of Philosophy September 2015 Acknowledgements No journey of scientific discovery is ever truly taken alone. Every step along the way, we encounter people who are a great source of encouragement, guidance, inspiration, joy, and support to us. The journey I have embarked upon during the course of this project is no exception. I would like to extend my gratitude to my project partner on many occasion during the past 5 years, Ng Tien Tjeun. His humorous take on various matters ensures that there is never a dull moment in any late night lab work. A resounding shout-out to the ‘elite’ mem- bers of 0205 (our office), Tan Peng Kian, Shi Yicheng, and Victor Javier Huarcaya Azanon for their numerous discourses into everything under the sun, some which are possibly work related. Thank for tolerating my borderline hoarding behavior and the frequently malfunc- tioning door? I would like to thank Alessandro Ceré for his invaluable inputs on the many pesky problems that I had with data processing. Thanks for introducing me to world of Python programming. Now there is something better than Matlab? A big thanks also goes out to all of my other fellow researchers and colleagues both in the Quantum Optics group and in CQT. They are a source of great inspiration, support, and joy during my time in the group. Special thanks to my supervisor, Christian Kurtsiefer for his constant guidance on and off the project over the years. -
Report to Industry Canada
Report to Industry Canada 2013/14 Annual Report and Final Report for 2008-2014 Granting Period Institute for Quantum Computing University of Waterloo June 2014 1 CONTENTS From the Executive Director 3 Executive Summary 5 The Institute for Quantum Computing 8 Strategic Objectives 9 2008-2014 Overview 10 2013/14 Annual Report Highlights 23 Conducting Research in Quantum Information 23 Recruiting New Researchers 32 Collaborating with Other Researchers 35 Building, Facilities & Laboratory Support 43 Become a Magnet for Highly Qualified Personnel in the Field of Quantum Information 48 Establishing IQC as the Authoritative Source of Insight, Analysis and Commentary on Quantum Information 58 Communications and Outreach 62 Administrative and Technical Support 69 Risk Assessment & Mitigation Strategies 70 Appendix 73 2 From the Executive Director The next great technological revolution – the quantum age “There is a second quantum revolution coming – which will be responsible for most of the key physical technological advances for the 21st Century.” Gerard J. Milburn, Director, Centre for Engineered Quantum Systems, University of Queensland - 2002 There is no doubt now that the next great era in humanity’s history will be the quantum age. IQC was created in 2002 to seize the potential of quantum information science for Canada. IQC’s vision was bold, positioning Canada as a leader in research and providing the necessary infrastructure for Canada to emerge as a quantum industry powerhouse. Today, IQC stands among the top quantum information research institutes in the world. Leaders in all fields of quantum information science come to IQC to participate in our research, share their knowledge and encourage the next generation of scientists to continue on this incredible journey. -
Unifying Cps Nqs
Citation for published version: Clark, SR 2018, 'Unifying Neural-network Quantum States and Correlator Product States via Tensor Networks', Journal of Physics A: Mathematical and General, vol. 51, no. 13, 135301. https://doi.org/10.1088/1751- 8121/aaaaf2 DOI: 10.1088/1751-8121/aaaaf2 Publication date: 2018 Document Version Peer reviewed version Link to publication This is an author-created, in-copyedited version of an article published in Journal of Physics A: Mathematical and Theoretical. IOP Publishing Ltd is not responsible for any errors or omissions in this version of the manuscript or any version derived from it. The Version of Record is available online at http://iopscience.iop.org/article/10.1088/1751-8121/aaaaf2/meta University of Bath Alternative formats If you require this document in an alternative format, please contact: [email protected] General rights Copyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright owners and it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights. Take down policy If you believe that this document breaches copyright please contact us providing details, and we will remove access to the work immediately and investigate your claim. Download date: 04. Oct. 2021 Unifying Neural-network Quantum States and Correlator Product States via Tensor Networks Stephen R Clarkyz yDepartment of Physics, University of Bath, Claverton Down, Bath BA2 7AY, U.K. zMax Planck Institute for the Structure and Dynamics of Matter, University of Hamburg CFEL, Hamburg, Germany E-mail: [email protected] Abstract. -
Many-Body Entanglement in Classical & Quantum Simulators
Many-Body Entanglement in Classical & Quantum Simulators Johnnie Gray A dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy of University College London. Department of Physics & Astronomy University College London January 15, 2019 2 3 I, Johnnie Gray, confirm that the work presented in this thesis is my own. Where information has been derived from other sources, I confirm that this has been indicated in the work. Abstract Entanglement is not only the key resource for many quantum technologies, but es- sential in understanding the structure of many-body quantum matter. At the interface of these two crucial areas are simulators, controlled systems capable of mimick- ing physical models that might escape analytical tractability. Traditionally, these simulations have been performed classically, where recent advancements such as tensor-networks have made explicit the limitation entanglement places on scalability. Increasingly however, analog quantum simulators are expected to yield deep insight into complex systems. This thesis advances the field in across various interconnected fronts. Firstly, we introduce schemes for verifying and distributing entanglement in a quantum dot simulator, tailored to specific experimental constraints. We then confirm that quantum dot simulators would be natural candidates for simulating many-body localization (MBL) - a recently emerged phenomenon that seems to evade traditional statistical mechanics. Following on from that, we investigate MBL from an entanglement perspective, shedding new light on the nature of the transi- tion to it from a ergodic regime. As part of that investigation we make use of the logarithmic negativity, an entanglement measure applicable to many-body mixed states. -
Remote Preparation of $ W $ States from Imperfect Bipartite Sources
Remote preparation of W states from imperfect bipartite sources M. G. M. Moreno, M´arcio M. Cunha, and Fernando Parisio∗ Departamento de F´ısica, Universidade Federal de Pernambuco, 50670-901,Recife, Pernambuco, Brazil Several proposals to produce tripartite W -type entanglement are probabilistic even if no imperfec- tions are considered in the processes. We provide a deterministic way to remotely create W states out of an EPR source. The proposal is made viable through measurements (which can be demoli- tive) in an appropriate three-qubit basis. The protocol becomes probabilistic only when source flaws are considered. It turns out that, even in this situation, it is robust against imperfections in two senses: (i) It is possible, after postselection, to create a pure ensemble of W states out of an EPR source containing a systematic error; (ii) If no postselection is done, the resulting mixed state has a fidelity, with respect to a pure |W i, which is higher than that of the imperfect source in comparison to an ideal EPR source. This simultaneously amounts to entanglement concentration and lifting. PACS numbers: 03.67.Bg, 03.67.-a arXiv:1509.08438v2 [quant-ph] 25 Aug 2016 ∗ [email protected] 2 I. INTRODUCTION The inventory of potential achievements that quantum entanglement may bring about has steadily grown for decades. It is the concept behind most of the non-trivial, classically prohibitive tasks in information science [1]. However, for entanglement to become a useful resource in general, much work is yet to be done. The efficient creation of entanglement, often involving many degrees of freedom, is one of the first challenges to be coped with, whose simplest instance are the sources of correlated pairs of two-level systems. -
CURRICULUM VITA N. David Mermin Laboratory of Atomic and Solid State Physics Clark Hall, Cornell University, Ithaca, NY 14853-2501
CURRICULUM VITA N. David Mermin Laboratory of Atomic and Solid State Physics Clark Hall, Cornell University, Ithaca, NY 14853-2501 Born: 30 March 1935, New Haven, Connecticut, USA Education: 1956 A.B., Harvard (Mathematics, summa cum laude) 1957 A.M., Harvard (Physics) 1961 Ph.D., Harvard (Physics) Positions: 1961 - 1963 NSF Postdoctoral Fellow, University of Birmingham, England 1963 - 1964 Postdoctoral Associate, University of California, San Diego 1964 - 1967 Assistant Professor, Cornell University 1967 - 1972 Associate Professor, Cornell University 1972 - 1990 Professor, Cornell University 1984 - 1990 Director, Laboratory of Atomic and Solid State Physics 1990 - 2006 Horace White Professor of Physics, Cornell University 2006 - Horace White Professor of Physics Emeritus, Cornell University Visiting Positions and Lecturerships: 1970 - 1971 Visiting Professor, Instituto di Fisica \G. Marconi," Rome 1978 - 1979 Senior Visiting Fellow, University of Sussex 1980 Morris Loeb Lecturer, Harvard University 1981 Emil Warburg Professor, University of Bayreuth 1982 Phillips Lecturer, Haverford College 1982 Japan Association for the Advancement of Science Fellow, Nagoya 1984 Walker-Ames Professor, University of Washington 1987 Welch Lecturer, University of Toronto 1990 Sargent Lecturer, Queens University, Kingston Ontario 1991 Joseph Wunsch Lecturer, the Technion, Haifa 1993 Feenberg Lecturer, Washington University, St. Louis 1993 Guptill Lecturer, Dalhousie University, Halifax 1994 Chesley Lecturer, Carleton College 1995 Lorentz Professor, University -
Arxiv:1708.06101V1 [Quant-Ph] 21 Aug 2017 High-Dimensional OAM States 10 B
Twisted Photons: New Quantum Perspectives in High Dimensions Manuel Erhard,1, 2, ∗ Robert Fickler,3, y Mario Krenn,1, 2, z and Anton Zeilinger1, 2, x 1Vienna Center for Quantum Science & Technology (VCQ), Faculty of Physics, University of Vienna, Boltzmanngasse 5, 1090 Vienna, Austria. 2Institute for Quantum Optics and Quantum Information (IQOQI), Austrian Academy of Sciences, Boltzmanngasse 3, 1090 Vienna, Austria. 3Department of Physics, University of Ottawa, Ottawa, ON, K1N 6N5, Canada. CONTENTS E. Stronger Violations of Quantum Mechanical vs. Local Realistic Theories 11 I. General Introduction 1 VI. Final remark 11 II. OAM of photons 2 References 11 III. Advantages of Higher Dimensional Quantum Systems 3 A. Higher Information Capacity 3 I. GENERAL INTRODUCTION B. Enhanced robustness against eavesdropping and quantum cloning 3 C. Quantum Communication without Quantum information science and quantum in- monitoring signal disturbance 4 formation technology have seen a virtual explosion D. Larger Violation of Local-Realistic world-wide. It is all based on the observation that Theories and its advantages in Quantum fundamental quantum phenomena on the individual Communication 4 particle or system-level lead to completely novel ways E. Quantum Computation with QuDits 5 of encoding, processing and transmitting information. Quantum mechanics, a child of the first third of the IV. Recent Developments in High Dimensional 20th century, has found numerous realizations and Quantum Information with OAM 5 technical applications, much more than was thought A. Creation of High Dimensional at the beginning. Decades later, it became possible Entanglement 5 to do experiments with individual quantum particles B. Unitary Transformations 6 and quantum systems. -
ZX-Calculus for the Working Quantum Computer Scientist
ZX-calculus for the working quantum computer scientist John van de Wetering1,2 1Radboud Universiteit Nijmegen 2Oxford University December 29, 2020 The ZX-calculus is a graphical language for reasoning about quantum com- putation that has recently seen an increased usage in a variety of areas such as quantum circuit optimisation, surface codes and lattice surgery, measurement- based quantum computation, and quantum foundations. The first half of this review gives a gentle introduction to the ZX-calculus suitable for those fa- miliar with the basics of quantum computing. The aim here is to make the reader comfortable enough with the ZX-calculus that they could use it in their daily work for small computations on quantum circuits and states. The lat- ter sections give a condensed overview of the literature on the ZX-calculus. We discuss Clifford computation and graphically prove the Gottesman-Knill theorem, we discuss a recently introduced extension of the ZX-calculus that allows for convenient reasoning about Toffoli gates, and we discuss the recent completeness theorems for the ZX-calculus that show that, in principle, all reasoning about quantum computation can be done using ZX-diagrams. Ad- ditionally, we discuss the categorical and algebraic origins of the ZX-calculus and we discuss several extensions of the language which can represent mixed states, measurement, classical control and higher-dimensional qudits. Contents 1 Introduction3 1.1 Overview of the paper . 4 1.2 Tools and resources . 5 2 Quantum circuits vs ZX-diagrams6 2.1 From quantum circuits to ZX-diagrams . 6 2.2 States in the ZX-calculus . -
Categorical Tensor Network States
Categorical Tensor Network States Jacob D. Biamonte,1,2,3,a Stephen R. Clark2,4 and Dieter Jaksch5,4,2 1Oxford University Computing Laboratory, Parks Road Oxford, OX1 3QD, United Kingdom 2Centre for Quantum Technologies, National University of Singapore, 3 Science Drive 2, Singapore 117543, Singapore 3ISI Foundation, Torino Italy 4Keble College, Parks Road, University of Oxford, Oxford OX1 3PG, United Kingdom 5Clarendon Laboratory, Department of Physics, University of Oxford, Oxford OX1 3PU, United Kingdom We examine the use of string diagrams and the mathematics of category theory in the description of quantum states by tensor networks. This approach lead to a unifi- cation of several ideas, as well as several results and methods that have not previously appeared in either side of the literature. Our approach enabled the development of a tensor network framework allowing a solution to the quantum decomposition prob- lem which has several appealing features. Specifically, given an n-body quantum state |ψi, we present a new and general method to factor |ψi into a tensor network of clearly defined building blocks. We use the solution to expose a previously un- known and large class of quantum states which we prove can be sampled efficiently and exactly. This general framework of categorical tensor network states, where a combination of generic and algebraically defined tensors appear, enhances the theory of tensor network states. PACS numbers: 03.65.Fd, 03.65.Ca, 03.65.Aa arXiv:1012.0531v2 [quant-ph] 17 Dec 2011 a [email protected] 2 I. INTRODUCTION Tensor network states have recently emerged from Quantum Information Science as a gen- eral method to simulate quantum systems using classical computers. -
Quantum Protocols Involving Multiparticle Entanglement and Their Representations in the Zx-Calculus
Quantum Protocols involving Multiparticle Entanglement and their Representations in the zx-calculus. Anne Hillebrand University College University of Oxford A thesis submitted for the degree of MSc Mathematics and the Foundations of Computer Science 1 September 2011 Acknowledgements First I want to express my gratitude to my parents for making it possible for me to study at Oxford and for always supporting me and believing in me. Furthermore, I would like to thank Alex Merry for helping me out whenever I had trouble with quantomatic. Moreover, I want to say thank you to my friends, who picked me up whenever I was down and took my mind off things when I needed it. Lastly I want to thank my supervisor Bob Coecke for introducing me to the subject of quantum picturalism and for always making time for me when I asked for it. Abstract Quantum entanglement, described by Einstein as \spooky action at a distance", is a key resource in many quantum protocols, like quantum teleportation and quantum cryptography. Yet entanglement makes protocols presented in Dirac notation difficult to follow and check. This is why Coecke nad Duncan have in- troduced a diagrammatic language for multi-qubit systems, called the red/green calculus or the zx-calculus [23]. This diagrammatic notation is both intuitive and formally rigorous. It is a simple, graphical, high level language that empha- sises the composition of systems and naturally captures the essentials of quantum mechanics. One crucial feature that will be exploited here is the encoding of complementary observables and corresponding phase shifts. Reasoning is done by rewriting diagrams, i.e. -
Generative Machine Learning with Tensor Networks: Benchmarks on Near-Term Quantum Computers
PHYSICAL REVIEW RESEARCH 3, 023010 (2021) Generative machine learning with tensor networks: Benchmarks on near-term quantum computers Michael L. Wall, Matthew R. Abernathy , and Gregory Quiroz The Johns Hopkins University Applied Physics Laboratory, Laurel, Maryland 20723, USA (Received 16 October 2020; revised 3 March 2021; accepted 7 March 2021; published 2 April 2021) Noisy, intermediate-scale quantum (NISQ) computing devices have become an industrial reality in the last few years, and cloud-based interfaces to these devices are enabling the exploration of near-term quantum computing on a range of problems. As NISQ devices are too noisy for many of the algorithms with a known quantum advantage, discovering impactful applications for near-term devices is the subject of intense research interest. We explore a quantum-assisted machine learning (QAML) workflow using NISQ devices through the perspective of tensor networks (TNs), which offer a robust platform for designing resource-efficient and expressive machine learning models to be dispatched on quantum devices. In particular, we lay out a framework for designing and optimizing TN-based QAML models using classical techniques, and then compiling these models to be run on quantum hardware, with demonstrations for generative matrix product state (MPS) models. We put forth a generalized canonical form for MPS models that aids in compilation to quantum devices, and demonstrate greedy heuristics for compiling with a given topology and gate set that outperforms known generic methods in terms of the number of entangling gates, e.g., CNOTs, in some cases by an order of magnitude. We present an exactly solvable benchmark problem for assessing the performance of MPS QAML models and also present an application for the canonical MNIST handwritten digit dataset.