aiqbench analysis
This research proposes a field theory to model defect kinetics during quantum annealing, specifically addressing the error generation rates associated with first-order phase transitions. By predicting sharp changes in power laws near critical points, the study offers a theoretical framework to identify and avoid these detrimental states for improved computational fidelity. The work utilizes the driven Lipkin-Meshkov-Glick model as a minimal system to demonstrate these interactions within interacting Ising spins.
Quantum annealing through a first-order phase transition: field theory approach
arXiv:2608.21329v1 Announce Type: new Abstract: Unlike second-order phase transitions, a first-order transition has a stage, in which a system is trapped in a metastable state. The decay of this state leads to abundant excitations over the ground state. We present a field theory for kinetics of defects emerging during quantum annealing computations. This theory predicts several power laws for the error generation rate during quantum annealing either though or near the first-order phase transition. Sharp changes between the power exponents are predicted for continuous parameter changes. Observation of this behavior would be a signature of first-order critical points and could help identify and avoid them for better computations. The driven Lipkin-Meshkov-Glick model (LMGm) serves as the minimal model of interacting Ising spins that demonstrates this behavior.
Abstract:Unlike second-order phase transitions, a first-order transition has a stage, in which a system is trapped in a metastable state. The decay of this state leads to abundant excitations over the ground state. We present a field theory for kinetics of defects emerging during quantum annealing computations. This theory predicts several power laws for the error generation rate during quantum annealing either though or near the first-order phase transition. Sharp changes between the power exponents are predicted for continuous parameter changes. Observation of this behavior would be a signature of first-order critical points and could help identify and avoid them for better computations. The driven Lipkin-Meshkov-Glick model (LMGm) serves as the minimal model of interacting Ising spins that demonstrates this behavior.
Quantum Physics (quant-ph); Other Condensed Matter (cond-mat.other)
arXiv:2608.21329 [quant-ph]
(or arXiv:2608.21329v1 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2608.21329 Focus to learn more arXiv-issued DOI via DataCite (pending registration)
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Full text under the publisher's open licence · 219 words
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