Towards a general framework of Randomized Benchmarking incorporating non-Markovian Noise
arXiv:2202.11338 · doi:10.22331/q-2022-12-01-868
Abstract
The rapid progress in the development of quantum devices is in large part due to the availability of a wide range of characterization techniques allowing to probe, test and adjust them. Nevertheless, these methods often make use of approximations that hold in rather simplistic circumstances. In particular, assuming that error mechanisms stay constant in time and have no dependence in the past, is something that will be impossible to do as quantum processors continue scaling up in depth and size. We establish a theoretical framework for the Randomized Benchmarking protocol encompassing temporally-correlated, so-called non-Markovian noise, at the gate level, for any gate set belonging to a wide class of finite groups. We obtain a general expression for the Average Sequence Fidelity (ASF) and propose a way to obtain average gate fidelities of full non-Markovian noise processes. Moreover, we obtain conditions that are fulfilled when an ASF displays authentic non-Markovian deviations. Finally, we show that even though gate-dependence does not translate into a perturbative term within the ASF, as in the Markovian case, the non-Markovian sequence fidelity nevertheless remains stable under small gate-dependent perturbations.
arXiv comment12 + 24 pages, no figures. Journal version (acceptance date corrected)
References in corpus (66)
- Non-Markovian dynamics in open quantum systems
- Randomized Benchmarking of Quantum Gates
- Dynamical decoupling and noise spectroscopy with a superconducting flux qubit
- Prescription for experimental determination of the dynamics of a quantum black box
- Robust randomized benchmarking of quantum processes
- Theoretical framework for quantum networks
- Scalable Noise Estimation with Random Unitary Operators
- Characterizing Quantum Gates via Randomized Benchmarking
- Quantum Circuits Architecture
- Non-Markovian quantum processes: complete framework and efficient characterisation
- Decoherence benchmarking of superconducting qubits
- Characterization of addressability by simultaneous randomized benchmarking
- Operational Markov condition for quantum processes
- Quantum causal modelling
- Quantum Channels with Memory
- Detecting crosstalk errors in quantum information processors
- Gate Set Tomography
- Quantification and Characterization of Leakage Errors
- Quantum stochastic processes and quantum non-Markovian phenomena
- Randomized Benchmarking with Confidence
- Interacting two-level defects as sources of fluctuating high-frequency noise in superconducting circuits
- Demonstration of non-Markovian process characterisation and control on a quantum processor
- Contractivity of positive and trace preserving maps under norms
- Toward a general theory of quantum games
- A general framework for randomized benchmarking
- Completely Positive Divisibility Does Not Mean Markovianity
- What randomized benchmarking actually measures
- Assessment of a silicon quantum dot spin qubit environment via noise spectroscopy
- Randomized benchmarking of single and multi-qubit control in liquid-state NMR quantum information processing
- Characterizing Universal Gate Sets via Dihedral Benchmarking
- Detecting and tracking drift in quantum information processors
- Non-Markovian Quantum Process Tomography
- Randomized benchmarking with gate-dependent noise
- Scalable randomized benchmarking of non-Clifford gates
- When is a non-Markovian quantum process classical?
- The effect of noise correlations on randomized benchmarking
- An introduction to operational quantum dynamics
- Non-exponential Fidelity Decay in Randomized Benchmarking with Low-Frequency Noise
- Kolmogorov extension theorem for (quantum) causal modelling and general probabilistic theories
- Quantum Markov Order
- Characterization of Leakage Errors via Randomized Benchmarking
- The Structure of Quantum Stochastic Processes with Finite Markov Order
- Efficient error characterization in Quantum Information Processing
- Crosstalk Suppression for Fault-tolerant Quantum Error Correction with Trapped Ions
- Experimental quantum verification in the presence of temporally correlated noise
- Tensor network based machine learning of non-Markovian quantum processes
- Real Randomized Benchmarking
- When quantum tomography goes wrong: drift of quantum sources and other errors
- Randomized Benchmarking with Restricted Gate Sets
- Almost Markovian processes from closed dynamics
- A complete Randomized Benchmarking Protocol accounting for Leakage Errors
- Relations for certain symmetric norms and anti-norms before and after partial trace
- Probing individual tunneling fluctuators with coherently controlled tunneling systems
- Causal Boxes: Quantum Information-Processing Systems Closed under Composition
- From randomized benchmarking experiments to gateset circuit fidelity: how to interpret randomized benchmarking decay parameters
- Approximate Randomized Benchmarking for Finite Groups
- Randomized benchmarking for non-Markovian noise
- Character randomized benchmarking for non-multiplicity-free groups with applications to subspace, leakage, and matchgate randomized benchmarking
- Genuine Multipartite Entanglement in Time
- On multipartite invariant states I. Unitary symmetry
- Resource theory of causal connection
- Non-Markovian Memory Strength Bounds Quantum Process Recoverability
- Random positive operator valued measures
- Equilibration on average in quantum processes with finite temporal resolution
- Randomized benchmarking in the presence of time-correlated dephasing noise
- From the Heisenberg to the Schrödinger Picture: Quantum Stochastic Processes and Process Tensors
Cited by in corpus (9)
- Estimating gate-set properties from random sequences
- Operational Markovianization in Randomized Benchmarking
- Quantum processes as thermodynamic resources: the role of non-Markovianity
- Hidden Quantum Memory: Is Memory There When Somebody Looks?
- Relations between Markovian and non-Markovian correlations in multitime quantum processes
- Emergent non-Markovianity and dynamical quantification of the quantum switch
- Process tensor distinguishability measures
- Blind-spots of Randomized Benchmarking Under Temporal Correlations
- Robust Error Accumulation Suppression for Quantum Circuits