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This paper rigorously analyzes how local noise impacts the classical simulability of quantum circuits using tensor-network methods, establishing specific thresholds where polynomial bond dimensions suffice for accurate approximation. By unifying results across different noise models and circuit geometries, it clarifies the boundary between efficiently classically simulable dynamics and those requiring full quantum resources.
Sources coveringarXiv, Latent Space, Quantum Zeitgeist, Quantum Computing Report

Complexity of tensor network simulation for noisy quantum circuits

arXiv2 min read

arXiv:2606.00474v2 Announce Type: replace-cross Abstract: We aim to rigorously address how local noise affects the classical simulability of quantum dynamics benchmarked by tensor-network methods. Using operator entanglement entropy (OEE) as a unifying criterion, we prove the following: (1) For single-qubit depolarizing noise, geometry-independent $\order{1}$-layer and $\Theta(\log n)$-layer thresholds for fixed absolute and relative Hilbert--Schmidt error are established, beyond which polynomial bond dimension suffices; on 1D local circuits with a product initial input, whole-trajectory MPO approximations are constructed at fixed purified distance with $\mathrm{poly}(n)$ bond dimension. (2) For general single-qubit noise, we identify sufficient contractivity conditions for MPO approximations with constant bond dimension, in both the average and worst cases. (3) We further extend the above results to higher dimensions, yielding $\mathrm{poly}(n)$ average boundary-bond dimensions for projected entangled pair operators (PEPO) across every cut. Our results establish a rigorous connection between certain noise models, circuit types, and their classical simulability.

Abstract:We aim to rigorously address how local noise affects the classical simulability of quantum dynamics benchmarked by tensor-network methods. Using operator entanglement entropy (OEE) as a unifying criterion, we prove the following: (1) For single-qubit depolarizing noise, geometry-independent $\order{1}$-layer and $\Theta(\log n)$-layer thresholds for fixed absolute and relative Hilbert--Schmidt error are established, beyond which polynomial bond dimension suffices; on 1D local circuits with a product initial input, whole-trajectory MPO approximations are constructed at fixed purified distance with $\mathrm{poly}(n)$ bond dimension. (2) For general single-qubit noise, we identify sufficient contractivity conditions for MPO approximations with constant bond dimension, in both the average and worst cases. (3) We further extend the above results to higher dimensions, yielding $\mathrm{poly}(n)$ average boundary-bond dimensions for projected entangled pair operators (PEPO) across every cut. Our results establish a rigorous connection between certain noise models, circuit types, and their classical simulability.

Strongly Correlated Electrons (cond-mat.str-el); Quantum Physics (quant-ph)

arXiv:2606.00474 [cond-mat.str-el]

(or arXiv:2606.00474v2 [cond-mat.str-el] for this version)

https://doi.org/10.48550/arXiv.2606.00474 Focus to learn more arXiv-issued DOI via DataCite

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Full text under the publisher's open licence · 240 words

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