Course Outline

Foundations of Quantum Noise and Decoherence

  • Sources of quantum noise
  • Noise channels and their mathematical models
  • Impact of decoherence on computation

Introduction to Error Correction Frameworks

  • Stabilizer formalism
  • Logical qubits and syndrome measurement
  • Encoding and decoding concepts

Working with Google Willow for Quantum Error Correction

  • Willow tools for error modeling
  • Implementing stabilizer circuits
  • Debugging and analyzing Willow-generated logs

Surface Codes and Topological Protection

  • Structure of surface codes
  • Lattice-based logical operations
  • Simulating topological error correction in Willow

Fault-Tolerant Gate Operations

  • Transversal gates and code switching
  • Magic state distillation
  • Implementing fault-tolerant gates in Willow

Noise Mitigation Techniques

  • Dynamical decoupling strategies
  • Error suppression vs error correction
  • Hybrid noise mitigation workflows in Willow

Performance Evaluation and Benchmarking

  • Estimating logical error rates
  • Comparing code performance across noise regimes
  • Benchmarking fault tolerance using Willow experiments

Advanced Architectures and Scalable Quantum Systems

  • Designing scalable logical qubit networks
  • Distributed fault-tolerant architectures
  • Future directions in quantum reliability research

Summary and Next Steps

Requirements

  • An understanding of quantum computing principles
  • Experience with quantum circuit development
  • Familiarity with linear algebra and error-correcting codes

Audience

  • Quantum researchers
  • Engineers working with advanced computing systems
  • Professionals designing fault-tolerant quantum architectures
 21 Hours

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