30 November 2025 to 5 December 2025
Building 40
Australia/Sydney timezone
AIP Summer Meeting 2025 - University of Wollongong

Blind Spots of Randomized Benchmarking in the Presence of Temporal Correlations

4 Dec 2025, 15:10
1h
Foyer (Building 67)

Foyer

Building 67

Poster Quantum Science and Technology Poster Session

Speaker

Abhinash Roy (Macquarie University)

Description

Randomized benchmarking (RB) is the most widely used characterisation technique for assessing gate quality via a single decay parameter, but standard protocols implicitly assume temporally uncorrelated (Markovian) noise. In realistic devices, environmental fluctuations induce correlations in time (non-Markovianity), motivating extensions of RB beyond the Markovian regime. Recently, some efforts have been made to formalise RB in non-Markovian scenarios. However, RB’s behaviour across non-Markovian noise classes with differing environmental memory structures remains largely unexplored.

In this work, we study the randomised benchmarking protocol in the presence of a classical memory environment, where the memory can have its origin from interactions with nearby quantum systems. We show that the average sequence fidelity (ASF) curve is monotonically decreasing with sequence length for classical memory processes. Therefore, a deviation from monotonic behavior is a witness of a quantum memory environment. Moreover, we show that there are classes of processes for which, regardless of the amount of non-Markovianity, RB yields an identical average sequence fidelity, whereas the worst-case error—a relevant metric for fault-tolerant computation—correlates significantly with the amount of memory, resulting in RB characterisation missing important aspects of memory. In addition, we provide a class of interactions that results in an ASF identical to the Markovian case, making this class of non-Markovian processes inaccessible through randomised benchmarking.

Authors

Varun Srivastava (Macquarie University) Abhinash Roy (Macquarie University) Soumik Mahanti (University of Technology Sydney) Jasleen Kaur (Macquarie University) Dr Salini Karuvade (University of Sydney) Alexei Gilchrist (Macquarie University)

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