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Error bounds for variational quantum time evolution

Christa Zoufal, David Sutter, Stefan Woerner

2023Physical Review Applied26 citationsDOIOpen Access PDF

Abstract

Variational quantum time evolution allows us to simulate the time dynamics of quantum systems with near-term compatible quantum circuits. Due to the variational nature of this method the accuracy of the simulation is a priori unknown. We derive a posteriori global phase agnostic error bounds for the state simulation accuracy with variational quantum time evolution that improve the tightness of fidelity estimates over existing a posteriori error bounds. These analysis tools are practically crucial for assessing the quality of the simulation and making informed choices about simulation hyperparameters. The efficient, a posteriori evaluation of the bounds can be tightly integrated with the variational time simulation and, hence, results in a minor resource overhead, which is governed by the system's energy variance. The performance of the error bounds is demonstrated on numerical examples.

Topics & Concepts

A priori and a posterioriComputer scienceQuantumHyperparameterOverhead (engineering)Applied mathematicsMathematical optimizationAlgorithmStatistical physicsMathematicsQuantum mechanicsPhysicsPhilosophyEpistemologyOperating systemQuantum Computing Algorithms and ArchitectureQuantum Information and CryptographyNeural Networks and Reservoir Computing
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