Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries
A finite length ferromagnetic chain with opposite spin polarization imposed at its two ends is one of the simplest frustrated spin models. In the clean classical limit the domain wall inserted on account of the boundary conditions resides with equal probability on any one of the bonds, and the degen...
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sg-ntu-dr.10356-1710222023-10-16T15:36:27Z Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries Chancellor, Nicholas Crowley, Philip J. D. Durić, Tanja Vinci, Walter Amin, Mohammad H. Green, Andrew G. Warburton, Paul A. Aeppli, Gabriel School of Physical and Mathematical Sciences Science::Physics Annealing Distribution Functions A finite length ferromagnetic chain with opposite spin polarization imposed at its two ends is one of the simplest frustrated spin models. In the clean classical limit the domain wall inserted on account of the boundary conditions resides with equal probability on any one of the bonds, and the degeneracy is precisely equal to the number of bonds. If quantum mechanics is introduced via a transverse field, the domain wall will behave as a particle in a box, and prefer to be nearer the middle of the chain rather than the ends. A simple characteristic of a real quantum annealer is therefore which of these limits obtains in practice. Here we have used the ferromagnetic chain with antiparallel boundary spins to test a real flux qubit quantum annealer and discover that contrary to both expectations, the domain walls found are non-uniformly distributed on account of effective random longitudinal fields present notwithstanding tuning carried out to zero out such fields when the couplings between qubits are nominally zero. We present a simple derivation of the form of the distribution function for the domain walls, and show also how the effect we have discovered can be used to determine the strength of the effective random fields (noise) characterizing the annealer. The noise measured in this fashion is smaller than what is seen during the single-qubit tuning process, but nonetheless qualitatively affects the outcome of the simulation performed by the annealer. Published version N.C. was supported by Lockheed Martin corporation and EPSRC fellowship EP/S00114X/1 while completing this work. T.D. was supported by EPSRC grant EP/K02163X/1. W.V. was supported by EPSRC grant EP/K004506/1. A.G.G. was supported by EPSRC grant EP/I004831/2. The authors thank the University of Southern California for allowing access to their D-Wave 2 quantum annealer as well as D-Wave Systems Inc. for access to the intermediate-generation annealer. Collaboration with USC is supported under EPSRC grant EP/K004506/1. 2023-10-13T08:27:15Z 2023-10-13T08:27:15Z 2022 Journal Article Chancellor, N., Crowley, P. J. D., Durić, T., Vinci, W., Amin, M. H., Green, A. G., Warburton, P. A. & Aeppli, G. (2022). Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries. Npj Quantum Information, 8(1), 73-. https://dx.doi.org/10.1038/s41534-022-00580-w 2056-6387 https://hdl.handle.net/10356/171022 10.1038/s41534-022-00580-w 2-s2.0-85132968713 1 8 73 en npj Quantum Information © 2022 The Author(s). This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons. org/licenses/by/4.0/. application/pdf |
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Science::Physics Annealing Distribution Functions Chancellor, Nicholas Crowley, Philip J. D. Durić, Tanja Vinci, Walter Amin, Mohammad H. Green, Andrew G. Warburton, Paul A. Aeppli, Gabriel Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries |
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A finite length ferromagnetic chain with opposite spin polarization imposed at its two ends is one of the simplest frustrated spin models. In the clean classical limit the domain wall inserted on account of the boundary conditions resides with equal probability on any one of the bonds, and the degeneracy is precisely equal to the number of bonds. If quantum mechanics is introduced via a transverse field, the domain wall will behave as a particle in a box, and prefer to be nearer the middle of the chain rather than the ends. A simple characteristic of a real quantum annealer is therefore which of these limits obtains in practice. Here we have used the ferromagnetic chain with antiparallel boundary spins to test a real flux qubit quantum annealer and discover that contrary to both expectations, the domain walls found are non-uniformly distributed on account of effective random longitudinal fields present notwithstanding tuning carried out to zero out such fields when the couplings between qubits are nominally zero. We present a simple derivation of the form of the distribution function for the domain walls, and show also how the effect we have discovered can be used to determine the strength of the effective random fields (noise) characterizing the annealer. The noise measured in this fashion is smaller than what is seen during the single-qubit tuning process, but nonetheless qualitatively affects the outcome of the simulation performed by the annealer. |
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School of Physical and Mathematical Sciences |
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School of Physical and Mathematical Sciences Chancellor, Nicholas Crowley, Philip J. D. Durić, Tanja Vinci, Walter Amin, Mohammad H. Green, Andrew G. Warburton, Paul A. Aeppli, Gabriel |
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Chancellor, Nicholas Crowley, Philip J. D. Durić, Tanja Vinci, Walter Amin, Mohammad H. Green, Andrew G. Warburton, Paul A. Aeppli, Gabriel |
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Chancellor, Nicholas |
title |
Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries |
title_short |
Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries |
title_full |
Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries |
title_fullStr |
Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries |
title_full_unstemmed |
Error measurements for a quantum annealer using the one-dimensional Ising model with twisted boundaries |
title_sort |
error measurements for a quantum annealer using the one-dimensional ising model with twisted boundaries |
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2023 |
url |
https://hdl.handle.net/10356/171022 |
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1781793899951423488 |