Quantum Error Mitigation (Boulder Summer School 2023)

1. Quantum Error Mitigation, Lecture 12023 · Boulder Summer School · 71 ppOpening lecture on error mitigation for non-equilibrium quantum dynamics, from noisy hardware to probabilistic error cancellation.
2. Quantum Error Mitigation, Lecture 22023 · Boulder Summer School · 82 ppLecture 2 on error mitigation for quantum dynamics: probabilistic error cancellation, its statistics, and learning noise with sparse Pauli-Lindblad models.
3. Quantum Error Mitigation, Lecture 32023 · Boulder Summer School · 82 ppPEC applied to transverse-field Ising dynamics, then a 124-qubit experiment that uncovers local integrals of motion.
4. Cheat Sheet: Digital Quantum Circuits, T11.7 (bonus)2023 · Boulder Summer School · 2 ppA two-page cheat sheet of quantum circuit notation and gate identities: Pauli basis changes, CNOT/CZ propagation rules, and multi-CNOT tricks.
5. Cheat Sheet: Tail Bounds, T11.9 (bonus)2023 · Boulder Summer School · 2 ppA two-page cheat sheet of concentration inequalities and tail bounds, from Markov and Chebyshev to Hoeffding, Bernstein and McDiarmid.
6. PEC Derivation: Full Derivation (C65C)2023 · Boulder Summer School · 4 ppHandwritten notes (C65C) deriving probabilistic error cancellation and its error-mitigated expectation value.
7. PEC Derivation: Single Qubit, Simple (C65B)2023 · Boulder Summer School · 4 ppHand-written derivation of probabilistic error cancellation (PEC) for a single noisy qubit gate, using an ansatz and trajectory picture.

Cite

@misc{minev2023quantumerrormitigation,
  author = {Zlatko K. Minev},
  title = {{Quantum Error Mitigation (Boulder Summer School 2023)}},
  howpublished = {Lecture series, Boulder Summer School},
  year = {2023},
  url = {https://zlatko-minev.github.io/zlatko-minev-quantum-repository/series/quantum-error-mitigation-boulder-summer-school-2023/},
  note = {Slides, 7 decks}
}

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