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Mitiq error mitigator

Skill a5c-ai/babysitter/library/specializations/domains/science/quantum-computing/skills/mitiq-error-mitigator

Error mitigation skill using Mitiq for NISQ device noise reductionFrom its SKILL.md

Install
npx -y skills add a5c-ai/babysitter --skill mitiq-error-mitigator

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SKILL.md

1.5 KB, 207 tokens by cl100k_base, as published. Nobody here has run it

Mitiq Error Mitigator

Purpose

Provides expert guidance on error mitigation techniques for NISQ devices using Mitiq, reducing the impact of noise without full quantum error correction.

Capabilities

  • Zero-noise extrapolation (ZNE)
  • Probabilistic error cancellation (PEC)
  • Clifford data regression (CDR)
  • Digital dynamical decoupling
  • Pauli twirling
  • Learning-based error mitigation
  • Noise scaling methods
  • Extrapolation fitting

Usage Guidelines

  1. Technique Selection: Choose mitigation method based on noise characteristics
  2. Noise Scaling: Configure appropriate noise amplification factors
  3. Extrapolation: Select fitting model for zero-noise extrapolation
  4. Overhead Analysis: Evaluate sampling overhead vs. accuracy improvement
  5. Validation: Compare mitigated results with theoretical expectations

Tools/Libraries

  • Mitiq
  • Qiskit
  • Cirq
  • PennyLane
  • NumPy

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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