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Springer proceedings in mathematics & statistics

Error Correction for Correlated Quantum Systems

Mark Byrd, Alvin Gonzales, Daniel Dilley, Purva Thakre

Published Jan 1, 2021• 0 citations
Publisher
DOI
10.1007/978-3-030-63591-6_34

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Title: Universal Quantum Error Correction for Non-Linear Quantum Systems

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The inherent fragility of quantum systems necessitates robust error correction to ensure reliable computation. Current error correction techniques often struggle with complex, non-linear quantum systems, demanding substantial overhead and hindering performance. This paper proposes a novel quantum error correction scheme predicated on entanglement and quantum correlations, aiming to minimize overhead while preserving high accuracy. The core mechanism centers around a dynamically adjusted encoding scheme that leverages these correlations to proactively detect and correct errors. We present a theoretical framework outlining the scheme's operation, including key mathematical operations and analysis. We demonstrate the effectiveness of this approach through simulations, illustrating significant reductions in overhead compared to existing methods for specific non-linear quantum systems. The study also explores the potential for adaptation and scalability to larger systems.

•Aug 31, 2026•0 citations
We consider the effects of local interactions upon quantum mechanically entangled systems. In particular we demonstrate that non-local correlations cannot increase through local operations on any of the subsystems, but that through the use of quantum error correction methods, correlations can be maintained. We provide two mathematical proofs that local general measurements cannot increase correlations, and also derive general conditions for quantum error correcting codes. Using these we show that local quantum error correction can preserve non-local features of entangled quantum systems. We also demonstrate these results by use of specific examples employing correlated optical cavities interacting locally with resonant atoms. By way of counter example, we also describe a mechanism by which correlations can be increased, which demonstrates the need for non-local interactions.
The framework of the canonical operator formalism for dissipative and/or stochastic quantum systems named non-equilibrium thermo field dynamics (NETFD) is presented in a self-contained manner. As an application of the formalism, a model of noisy-channel which is under the influence of spatially correlated quantum Brownian motion is investigated within the framework of NETFD. It is shown that errors due to spatially correlated noises can be corrected by the quantum error-correction code and error-correction procedure prepared for those for independent noises.
The inherent fragility of quantum systems necessitates robust error correction to ensure reliable computation. Current error correction techniques often struggle with complex, non-linear quantum systems, demanding substantial overhead and hindering performance. This paper proposes a novel quantum error correction scheme predicated on entanglement and quantum correlations, aiming to minimize overhead while preserving high accuracy. The core mechanism centers around a dynamically adjusted encoding scheme that leverages these correlations to proactively detect and correct errors. We present a theoretical framework outlining the scheme's operation, including key mathematical operations and analysis. We demonstrate the effectiveness of this approach through simulations, illustrating significant reductions in overhead compared to existing methods for specific non-linear quantum systems. The study also explores the potential for adaptation and scalability to larger systems.