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New technique: Probabilistic Error Amplification #2343

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Misty-W opened this issue May 3, 2024 · 1 comment · May be fixed by #2403
Open

New technique: Probabilistic Error Amplification #2343

Misty-W opened this issue May 3, 2024 · 1 comment · May be fixed by #2403
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feature-request A request for a feature, tool, or workflow in Mitiq.
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@Misty-W
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Misty-W commented May 3, 2024

Issue Description

Investigate Probabilisitic Error Amplification as a noise scaling technique to be applied in conjunction with Zero Noise Extrapolation. In this technique, error amplification (gate) sequences are applied probabilistically to scale the noise level of the computation.

Reference: https://www.nature.com/articles/s41586-023-06096-3

Proposed Solution

The scope of this issue is to investigate the technique and provide an outline for an RFC.

@Misty-W Misty-W added the feature-request A request for a feature, tool, or workflow in Mitiq. label May 3, 2024
@Misty-W Misty-W self-assigned this May 3, 2024
@cosenal cosenal added this to the v0.37.0 milestone May 3, 2024
@nathanshammah
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Just adding here that the NEPEC formalism could be used to implement PEA. Basically expanding PEC representations to accommodate noise + use ZNE Factories for extrapolation. There is some relevant code in the research repository wrt to the NEPEC paper.

@cosenal cosenal modified the milestones: v0.37.0, v0.38.0 May 31, 2024
@Misty-W Misty-W linked a pull request Jun 6, 2024 that will close this issue
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