Noise Modeler

Quantum noise modeling skill for simulation and hardware characterization

majiayu000 e7ea81e 2 files · 1.7 KB Updated 567 repo stars

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Noise Modeler

Purpose

Provides expert guidance on quantum noise modeling for realistic simulation and hardware characterization analysis.

Capabilities

  • Depolarizing channel modeling
  • Amplitude damping models
  • Phase damping models
  • Crosstalk noise models
  • Readout error modeling
  • Custom noise model construction
  • Kraus operator representation
  • Pauli channel conversion

Usage Guidelines

  1. Noise Identification: Determine dominant noise sources from benchmarking data
  2. Model Construction: Build appropriate noise channels for each error type
  3. Parameter Extraction: Fit model parameters to experimental data
  4. Simulation Integration: Apply noise models to circuit simulations
  5. Validation: Compare noisy simulations with hardware results

Tools/Libraries

  • Qiskit Aer
  • Cirq
  • PennyLane
  • QuTiP
  • NumPy

majiayu000/claude-skill-registry-data/tree/main/ai-ml/noise-modeler commit e7ea81e6de

Frequently asked questions

npx skillmds add majiayu000/noise-modeler