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Generalized Quantum Subspace Expansion.

Nobuyuki Yoshioka1,2, Hideaki Hakoshima3,4, Yuichiro Matsuzaki3,5

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This summary is machine-generated.

We developed a new quantum error mitigation technique to combat noise in quantum computers. This generalized quantum subspace expansion method effectively reduces errors without needing to know the noise details.

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Area of Science:

  • Quantum Computing
  • Quantum Information Science
  • Error Mitigation

Background:

  • Controlling noise is a major challenge for current quantum computers.
  • Developing practical, hardware-friendly quantum error mitigation (QEM) is crucial for non-fault-tolerant quantum resources.

Purpose of the Study:

  • Propose a novel generalized quantum subspace expansion method.
  • Address stochastic, coherent, and algorithmic errors in quantum computers.
  • Mitigate noise in Hamiltonian spectra without prior noise information.

Main Methods:

  • Utilize a generalized quantum subspace expansion.
  • Exploit an extended subspace for noise suppression.
  • Implement practical setups using powers of the noisy state (ρ^m) and error-boosted states.

Main Results:

  • Demonstrated significant error suppression (orders of magnitude) in numerical simulations.
  • Successfully mitigated noise in practical quantum computing setups.
  • Showcased the method's effectiveness without requiring noise characterization.

Conclusions:

  • The proposed method offers an efficient approach to quantum error mitigation.
  • It inherits advantages from previous error-agnostic QEM techniques.
  • It overcomes limitations of existing QEM methods, improving noise resilience.