Joint Mitigation of Quantum Gate and Measurement Errors via the Z-mixed-state Expression of the Pauli Channel

Hello everyone,

I am Hangming Zhang, one of the authors of the paper "Joint Mitigation of Quantum Gate and Measurement Errors via the Z-mixed-state Expression of the Pauli Channel". I am pleased to share the related code from our paper here. The files qemzmsepc.py, test.ipynb, and qml-task-test.ipynb contain the pre-publication code. These files were written for personal experimental validation and may not be optimized for practical use.

After the paper was published, I developed a V2 version of the code, which is more user-friendly and practical. I will continue to update and optimize this version. If you have any valuable suggestions, please don't hesitate to share them with me. Thank you.

In the qemzmsepcV2.py file, we encapsulated the QEMZMSEPC method into a library.

In the qml-task-testV2 file and testV2 file, we demonstrate two processes of using the QEMZMSEPC method, respectively.

In the qemzmsepcV2new version, I made minor optimizations to the code, enhanced its readability, and improved the usability of the qemzmspec function in quantum machine learning. The original RaiseError function would block the quantum machine learning task, but I removed it and replaced it with the print function to remind users that sometimes you may need to increase the measurement.

OriginalPaper https://link.springer.com/article/10.1007/s11128-024-04428-4

Please feel free to reach out to us with any questions at the following email addresses:

For general inquiries: [email protected].

For technical inquiries: [email protected] or [email protected].