Quantum Error Mitigation by Pauli Check Sandwiching

ORAL

Abstract

We describe and analyze an error mitigation technique that uses multiple pairs of parity checks to detect the presence of errors. Each pair of checks uses one ancilla qubit to detect a component of the error operator and represents one layer of the technique. We build on the results on extended flag gadgets and put it on a firm theoretical foundation. We prove that this technique can recover the noiseless state under the assumption of noise not affecting the checks. The method does not incur any encoding overhead and instead chooses the checks based on the input circuit. We provide an algorithm for obtaining such checks for an arbitrary target circuit. Since the method applies to any circuit and input state, it can be easily combined with other error mitigation techniques. We evaluate the performance of the proposed methods using extensive numerical simulations on 1,850 random input circuits composed of Clifford gates and non-Clifford single-qubit rotations, a class of circuits encompassing most commonly considered variational algorithm circuits. We observe average improvements in fidelity of 34 percentage points with six layers of checks.

*This research was supported in part by an appointment to the Intelligence Community Postdoctoral Research Fellowship Program at Argonne National Laboratory, administered by Oak Ridge Institute for Science and Education through an interagency agreement between the U.S. Department of Energy and the Office of the Director of National Intelligence. This work was supported in part by the U.S. Department of Energy (DOE), Office of Science, National Quantum Information Science Research Centers, Office of Advanced Scientific Computing Research AIDE-QC and FAR-QC projects, and by the Argonne LDRD program under contract number DE-AC02- 06CH11357. Z.S. thanks Q-NEXT for supporting this project. We gratefully acknowledge the computing resources provided on Bebop, a high performance computing cluster operated by the Laboratory Computing Resource Center at Argonne National Laboratory.

Publication: Quantum Error Mitigation by Pauli Check Sandwiching

Presenters

  • Alvin Gonzales

    • Argonne National Laboratory

Authors

  • Alvin Gonzales

    • Argonne National Laboratory
  • Ruslan Shaydulin

    • JPMorgan Chase
  • zain H Saleem

    • Argonne National Laboratory
  • Martin Suchara

    • Argonne National Laboratory
    • Amazon