aiqbench analysis
This research establishes a rigorous Parisi-type variational formula for the ground state energy of quantum $p$-local spin glass Hamiltonians, resolving an open problem regarding their asymptotic characterization. By proving universality across non-Gaussian interactions and recovering known large-$p$ limits, the work deepens the theoretical bridge between classical spin glass models and quantum systems. It represents a significant advancement in understanding the fundamental energy landscapes of complex quantum many-body systems.
Parisi Formula for the ground state energy of quantum p-Spin Hamiltonians
arXiv:2609.20431v1 Announce Type: cross Abstract: Quantum $p$-local spin glass Hamiltonians are natural quantum analogues of the classical spin glass models. We provide an asymptotic characterization of the maximal energy achievable by the product states. We prove that for every $p \ge 2$, the limit of ground state energy exists and is given by a Parisi-type variational formula. This settles a question left open by Anschuetz et. al. (2025). The variational formula also recovers the known large-$p$ asymptotics as a consequence. Finally, we prove that the limiting product state energy is universal for a broad class of non-Gaussian interactions.
Abstract:Quantum $p$-local spin glass Hamiltonians are natural quantum analogues of the classical spin glass models. We provide an asymptotic characterization of the maximal energy achievable by the product states. We prove that for every $p \ge 2$, the limit of ground state energy exists and is given by a Parisi-type variational formula. This settles a question left open by Anschuetz et. al. (2025). The variational formula also recovers the known large-$p$ asymptotics as a consequence. Finally, we prove that the limiting product state energy is universal for a broad class of non-Gaussian interactions.
Probability (math.PR); Quantum Physics (quant-ph)
arXiv:2609.20431 [math.PR]
(or arXiv:2609.20431v1 [math.PR] for this version)
https://doi.org/10.48550/arXiv.2609.20431 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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Full text under the publisher's open licence · 189 words
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