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    Continuous quantum correction on Markovian and non-Markovian models

    Juan Garcia Nila* and Todd A. Brun†

    • *Contact author: jgarcian@usc.edu
    • †Contact author: tbrun@usc.edu

    Phys. Rev. A 113, 022442 – Published 24 February, 2026

    DOI: https://doi.org/10.1103/wk87-5vnv

    Abstract

    We investigate continuous quantum error correction, comparing performance under a Markovian error model to two distinct non-Markovian models. The first non-Markovian model involves an interaction Hamiltonian between the system and an environmental qubit via an X−X coupling, with a “cooling” bath acting on the environment qubit. This model is known to exhibit abrupt transitions between Markovian and non-Markovian behavior [S. Pang et al., arXiv:1712.10109]. The second non-Markovian model uses the post-Markovian master equation (PMME), which represents the bath correlation through a memory kernel; we consider an exponentially decaying kernel and both underdamped and overdamped dynamics. We systematically compare these non-Markovian error models against the Markovian case and against each other, for a variety of different codes. We start with a single qubit, which can be solved analytically. We then consider the three-qubit repetition code and the five-qubit “perfect” code. In all cases, we find that the fidelity decays more rapidly in the Markovian case than in either non-Markovian model, suggesting that continuous quantum error correction has enhanced performance against non-Markovian noise. We attribute this difference to the presence of a quantum Zeno regime in both non-Markovian models.

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