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Efficient Classical Simulation of Clifford Circuits with Nonstabilizer Input States.

Kaifeng Bu1,2, Dax Enshan Koh3,4

  • 1School of Mathematical Sciences, Zhejiang University, Hangzhou, Zhejiang 310027, China.

Physical Review Letters
|November 9, 2019
PubMed
Summary

This study develops efficient classical algorithms to approximate output probabilities for Clifford circuits with nonstabilizer inputs. The algorithms improve as input states become more mixed or when measuring fewer qubits, depending on Pauli rank.

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Area of Science:

  • Quantum Computing
  • Computational Complexity
  • Quantum Information Theory

Background:

  • Evaluating output probabilities of Clifford circuits is crucial for quantum computation.
  • Nonstabilizer product states pose a computational challenge in Clifford circuit analysis.
  • Existing methods struggle with the complexity introduced by nonstabilizer inputs.

Purpose of the Study:

  • To develop efficient classical algorithms for approximating Clifford circuit output probabilities with nonstabilizer product input states.
  • To analyze the performance of these algorithms based on input state properties (mixedness, purity) and measurement restrictions.
  • To explore the role of Pauli rank as a resource for efficient computation.

Main Methods:

  • Development of a classical approximation algorithm for mixed nonstabilizer product states, analyzed using the l1 norm.
  • Design of a similar approximation algorithm for pure nonstabilizer product states, contingent on qubit measurement restrictions.
  • Introduction and utilization of the 'Pauli rank' as a magic monotone to define computational restrictions.

Main Results:

  • An efficient classical algorithm approximates output probabilities for a significant fraction of Clifford circuits with mixed nonstabilizer inputs.
  • Algorithm efficiency increases with input state mixedness.
  • An efficient algorithm is demonstrated for pure nonstabilizer states under Pauli rank-dependent measurement restrictions.

Conclusions:

  • Efficient approximation of Clifford circuit output probabilities is achievable even with nonstabilizer inputs under specific conditions.
  • Pauli rank is a key resource for enabling efficient quantum computation in restricted models.
  • The findings provide insights into the computational power and limitations of various quantum computing models.