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Title: Unbiased simulation of near-Clifford quantum circuits

Journal Article · · Physical Review A

Modeling and simulation are essential for predicting and verifying the behavior of fabricated quantum circuits, but existing simulation methods are either impractically costly or require an unrealistic simplification of error processes. In this paper, we present a method of simulating noisy Clifford circuits that is both accurate and practical in experimentally relevant regimes. In particular, the cost is weakly exponential in the size and the degree of non-Cliffordness of the circuit. Our approach is based on the construction of exact representations of quantum channels as quasiprobability distributions over stabilizer operations, which are then sampled, simulated, and weighted to yield unbiased statistical estimates of circuit outputs and other observables. As a demonstration of these techniques, we simulate a Steane [[7,1,3]]-encoded logical operation with non-Clifford errors and compute its fault tolerance error threshold. Finally, we expect that the method presented here will enable studies of much larger and more realistic quantum circuits than was previously possible.

Research Organization:
Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE; Intelligence Advanced Research Projects Activity (IARPA) (United States)
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
1376419
Journal Information:
Physical Review A, Journal Name: Physical Review A Journal Issue: 6 Vol. 95; ISSN 2469-9926
Publisher:
American Physical Society (APS)Copyright Statement
Country of Publication:
United States
Language:
English

References (25)

Neumark's theorem and quantum inseparability journal December 1990
A simple formula for the average gate fidelity of a quantum dynamical operation journal October 2002
Quantum Computation and Quantum Information book January 2011
Negative quasi-probability as a resource for quantum computation journal November 2012
Negativity of the Wigner function as an indicator of non-classicality journal August 2004
How to simulate a universal quantum computer using negative probabilities journal June 2009
On the Quantum Correction For Thermodynamic Equilibrium journal June 1932
Improved simulation of stabilizer circuits journal November 2004
Modeling quantum noise for efficient testing of fault-tolerant circuits journal January 2013
Approximation of realistic errors by Clifford channels and Pauli measurements journal March 2013
Tractable simulation of error correction with honest approximations to realistic fault models journal February 2014
Quantum interference as a resource for quantum speedup journal August 2014
Comparison of a quantum error-correction threshold for exact and approximate errors journal February 2015
Errors and pseudothresholds for incoherent and coherent noise journal October 2016
Universal Quantum Gate Set Approaching Fault-Tolerant Thresholds with Superconducting Qubits journal August 2012
Estimating Outcome Probabilities of Quantum Circuits Using Quasiprobabilities journal August 2015
Improved Classical Simulation of Quantum Circuits Dominated by Clifford Gates journal June 2016
Application of a Resource Theory for Magic States to Fault-Tolerant Quantum Computing journal March 2017
Error Correcting Codes in Quantum Theory journal July 1996
Computational Complexity and Fundamental Limitations to Fermionic Quantum Monte Carlo Simulations journal May 2005
Robust Extraction of Tomographic Information via Randomized Benchmarking journal March 2014
Simulation of Quantum Circuits via Stabilizer Frames journal August 2015
QUALE: quantum architecture layout evaluator conference May 2005
An Algorithm to Perform Povms Through Neumark Theorem: Application to the Discrimination of Non-Orthogonal pure Quantum States journal August 2006
Quantum Error Correction and Fault Tolerant Quantum Computing book January 2013

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From estimation of quantum probabilities to simulation of quantum circuits journal January 2020
From estimation of quantum probabilities to simulation of quantum circuits text January 2017
Transversality and lattice surgery: exploring realistic routes towards coupled logical qubits with trapped-ion quantum processors text January 2018
Methods for Classically Simulating Noisy Networked Quantum Architectures text January 2018
Simulation of quantum circuits by low-rank stabilizer decompositions text January 2018
Accrediting outputs of noisy intermediate-scale quantum computing devices text January 2018
Quantifying magic for multi-qubit operations text January 2019