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Pauli lindblad error #2157

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merged 4 commits into from
Jun 7, 2024
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@chriseclectic chriseclectic commented May 30, 2024

Summary

Summary

This adds an optimized PauliLindbladError error operator class that represents a Pauli channel generated by Pauli-Lindblad dissipator generators.

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This error op can be used to efficiently represent large N-qubit error channels that have sparse generators (like used in the utility paper and PEC / PEA mitigation experiments).

It satisfied the BaseOperator group (tensor, compose etc), and can be converted to existing QuantumError or PauliError channels (though this may be exponentially expensive if the generator has an exponential number of non-zero Pauli error probabilities).

Adds support to the C++ QuantumError code to sample directly from the PauliLindblad generators by using the fact the generated channels commute and can be sampled from independently and composed to choose a Pauli error term to apply.

@chriseclectic chriseclectic marked this pull request as draft May 30, 2024 14:22
@chriseclectic chriseclectic force-pushed the pauli-lindblad-error branch 3 times, most recently from c7c3ad1 to fac41d7 Compare June 3, 2024 20:56
@chriseclectic chriseclectic marked this pull request as ready for review June 3, 2024 20:57
@chriseclectic chriseclectic added the Changelog: New Feature Include in the Added section of the changelog label Jun 3, 2024
@doichanj doichanj self-requested a review June 4, 2024 02:33
@doichanj doichanj added this to the Aer 0.15.0 milestone Jun 4, 2024
@chriseclectic chriseclectic force-pushed the pauli-lindblad-error branch 2 times, most recently from f6a8b95 to 10960a2 Compare June 5, 2024 14:45
Adds a BaseOperator subclass for efficiently working with Pauli channels generated by lindblad dissipators, and add support from sampling from these in Aer simulation.
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I think this is clear to me, and I would like to add some more optimization on C++ side by using this technique

@doichanj doichanj merged commit 6f20107 into Qiskit:main Jun 7, 2024
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2 participants