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Conference Paper PyMatching-based Decoding Simulation of Rotated Surface Codes in Classical Quantum Simulator
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Authors
Sang-Min Lee, Ki-Sung Jin, Gyu-Il Cha
Issue Date
2022-10
Citation
International Conference on Information and Communication Technology Convergence (ICTC) 2022, pp.2396-2399
Publisher
IEEE
Language
English
Type
Conference Paper
DOI
https://dx.doi.org/10.1109/ICTC55196.2022.9952682
Abstract
PyMatching provides a method for decoding quantum errors using the minimum-weight perfect matching algorithm. However, although the PyMatching supports various quantum error correction codes, no deep study has been conducted on the rotated planar surface codes that are receiving the latest attention. In this study, we define a procedure for detecting errors using PyMatching for rotated planar surface codes and analyze the correctness of error correction results. To compare error correction behavior by logical qubit size, we used logical qubit with distances of 3, 5, and 7, respectively. Furthermore, we have conducted comparative empirical studies by comparing the theoretical predictions of PyMatching with the actual execution results of classical state vector simulators.
KSP Keywords
Empirical study, Error correction code, Perfect matching, Quantum Error Correction, Quantum simulator, State vector, matching algorithm, planar surface