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    Taming Trotter Errors with Quantum Resources

    Xiangran Zhang1, Jue Xu1,2, Qi Zhao1,*, and You Zhou3,†

    • 1QICI Quantum Information and Computation Initiative, School of Computing and Data Science, The University of Hong Kong, Pokfulam Road, Hong Kong SAR, China
    • 2Foresight Quantum, Shanghai, China
    • 3Key Laboratory for Information Science of Electromagnetic Waves (Ministry of Education), Fudan University, Shanghai 200433, China

    • *Contact author: zhaoqi@cs.hku.hk
    • †Contact author: you_zhou@fudan.edu.cn

    Phys. Rev. Lett. 137, 070202 – Published 13 August, 2026

    DOI: https://doi.org/10.1103/qf86-f5jg

    Abstract

    Quantum simulation is a cornerstone application of quantum computing, yet how fundamental quantum resources—entanglement and nonstabilizerness—shape simulation fidelity remains an open question. In this Letter, we establish a rigorous connection between these resources and the statistical behavior of algorithmic errors arising in Hamiltonian simulation based on the Trotter-Suzuki formula. By analyzing ensembles of states with fixed entanglement entropy or magic, we make two key discoveries: First, the variance of the Trotter error decreases with increasing entanglement entropy, indicating a stronger concentration of error for entangled states. Moreover, we find that the kurtosis of the error exhibits a negative linear dependence on magic, implying that states with high magic possess lighter-tailed error distributions and thus a reduced probability of large deviations. These findings reveal a subtle phenomenon: quantum resources that obstruct classical emulation may, paradoxically, enhance the intrinsic robustness of quantum simulation, highlighting a constructive interplay between complexity and stability in quantum computation.

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