Quantum Computing in Practice (IBM Learning)
IBM Quantum
error mitigation
1 course · 8 tutorials
Courses
Free Tutorials
- →
- intermediate
- 22 min read
PennyLane Error Mitigation: ZNE and PEC for NISQ Circuits
Cut noise on NISQ devices with PennyLane: implement zero-noise extrapolation and probabilistic error cancellation, with a working example that beats the unmitigated baseline.
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- advanced
- 14 min read
Advanced Error Mitigation in Qiskit Runtime
Use Qiskit Runtime's built-in error mitigation options: resilience levels, zero-noise extrapolation, and Probabilistic Error Cancellation in the Estimator primitive.
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- advanced
- 35 min read
Quantum Error Mitigation: ZNE vs PEC vs Clifford Data Regression
A practical comparison of the three main quantum error mitigation strategies (zero-noise extrapolation, probabilistic error cancellation, and Clifford data regression) with working Mitiq code and guidance on when to use each.
- →
- intermediate
- 14 min read
Error Mitigation with Mitiq: Zero-Noise Extrapolation
Use Mitiq's zero-noise extrapolation to reduce the impact of hardware noise on expectation values without full quantum error correction.
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- advanced
- 35 min
Qiskit vs Mitiq for Zero-Noise Extrapolation: Which to Use
Side-by-side Qiskit Runtime and Mitiq for zero-noise extrapolation: which library handles gate folding better, when Richardson extrapolation outperforms linear fits, and which to pick.
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- advanced
- 18 min read
Noise Mitigation Techniques in tket
How to use tket's compiler passes and error mitigation tools to improve results from noisy quantum hardware.
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- advanced
- 50 minutes
Probabilistic Error Cancellation with Mitiq
Learn how probabilistic error cancellation (PEC) works as a powerful generalization of zero-noise extrapolation, and how to implement it with Mitiq to extract near-ideal expectation values from noisy quantum hardware.
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- intermediate
- 22 min read
Error Mitigation on Amazon Braket
Apply zero-noise extrapolation and measurement error mitigation techniques on Amazon Braket using local and density matrix simulators.