Journal Article PUBDB-2023-00777

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Measurement error mitigation in quantum computers through classical bit-flip correction

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2022
Inst. Woodbury, NY

Physical review / A 105(6), 062404 () [10.1103/PhysRevA.105.062404]
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Report No.: DESY-20-147; HU-EP-20/15; arXiv:2007.03663

Abstract: We develop a classical bit-flip correction method to mitigate measurement errors on quantum computers. This method can be applied to any operator, any number of qubits, and any realistic bit-flip probability. We first demonstrate the successful performance of this method by correcting the noisy measurements of the ground-state energy of the longitudinal Ising model. We then generalize our results to arbitrary operators and test our method both numerically and experimentally on IBM quantum hardware. As a result, our correction method reduces the measurement error on the quantum hardware by up to one order of magnitude. We finally discuss how to preprocess the method and extend it to other error sources beyond measurement errors. For local Hamiltonians, the overhead costs are polynomial in the number of qubits, even if multiqubit correlations are included.

Keyword(s): computer: quantum ; hardware ; performance ; Ising model ; qubit ; correction: error

Classification:

Note: ISSN 2469-9934 not unique: **2 hits**.Phys. Rev. A 105, 062404 (2022). 27 pages, 11 figures, 4 tables, v3: updated to match journal version

Contributing Institute(s):
  1. NIC (ZEU-NIC)
  2. Zeuthen Particle PhysicsTheory (Z_ZPPT)
Research Program(s):
  1. 611 - Fundamental Particles and Forces (POF4-611) (POF4-611)
Experiment(s):
  1. No specific instrument

Appears in the scientific report 2022
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Measurement Error Mitigation in Quantum Computers Through Classical Bit-Flip Correction
1-31 () [10.3204/PUBDB-2021-02146]  GO OpenAccess  Download fulltext Files  Download fulltextFulltext by arXiv.org BibTeX | EndNote: XML, Text | RIS


 Record created 2023-02-13, last modified 2025-07-24


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