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This paper establishes a rigorous proof that the Sachdev-Ye-Kitaev (SYK) model can be sampled efficiently on quantum computers at high temperatures, resolving previous limitations to local correlators. By introducing a pseudo-Lindbladian approach for fermions, the authors demonstrate polynomial-time preparation of Gibbs states with system-size-independent spectral gaps. This theoretical advance strengthens the bridge between disordered quantum systems and practical quantum algorithm design.
Fast mixing of the SYK model at high temperatures
arXiv:2610.05953v1 Announce Type: new Abstract: The Sachdev-Ye-Kitaev (SYK) model is a strongly interacting fermionic system. Its dynamics are difficult to analyze with Lieb-Robinson bounds and cluster expansions due to its all-to-all disordered interactions. We prove that, with high probability over the disorder, the SYK model admits a quantum Gibbs sampler with a system-size-independent spectral gap at sufficiently high constant temperatures. This yields polynomial-time preparation of SYK Gibbs states on a quantum computer. While prior non-rigorous computations that suggested SYK thermalization were limited to studying local correlators, we emphasize that our result holds up to arbitrary inverse polynomial trace distance. Our proof introduces the pseudo-Lindbladian approach to fermions and uses an especially simple SYK analysis based on a comparison to classical dynamics.
Abstract:The Sachdev-Ye-Kitaev (SYK) model is a strongly interacting fermionic system. Its dynamics are difficult to analyze with Lieb-Robinson bounds and cluster expansions due to its all-to-all disordered interactions. We prove that, with high probability over the disorder, the SYK model admits a quantum Gibbs sampler with a system-size-independent spectral gap at sufficiently high constant temperatures. This yields polynomial-time preparation of SYK Gibbs states on a quantum computer. While prior non-rigorous computations that suggested SYK thermalization were limited to studying local correlators, we emphasize that our result holds up to arbitrary inverse polynomial trace distance. Our proof introduces the pseudo-Lindbladian approach to fermions and uses an especially simple SYK analysis based on a comparison to classical dynamics.
Quantum Physics (quant-ph); Disordered Systems and Neural Networks (cond-mat.dis-nn); Data Structures and Algorithms (cs.DS); Mathematical Physics (math-ph)
arXiv:2610.05953 [quant-ph]
(or arXiv:2610.05953v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2610.05953 arXiv-issued DOI via DataCite (pending registration)
Full text under the publisher's open licence · 148 words
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