تقرير
Mitiq: A software package for error mitigation on noisy quantum computers
| العنوان: | Mitiq: A software package for error mitigation on noisy quantum computers |
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| المؤلفون: | LaRose, Ryan, Mari, Andrea, Kaiser, Sarah, Karalekas, Peter J., Alves, Andre A., Czarnik, Piotr, Mandouh, Mohamed El, Gordon, Max H., Hindy, Yousef, Robertson, Aaron, Thakre, Purva, Wahl, Misty, Samuel, Danny, Mistri, Rahul, Tremblay, Maxime, Gardner, Nick, Stemen, Nathaniel T., Shammah, Nathan, Zeng, William J. |
| المصدر: | Quantum 6, 774 (2022) |
| سنة النشر: | 2020 |
| المجموعة: | Computer Science Quantum Physics |
| مصطلحات موضوعية: | Quantum Physics, Computer Science - Emerging Technologies |
| الوصف: | We introduce Mitiq, a Python package for error mitigation on noisy quantum computers. Error mitigation techniques can reduce the impact of noise on near-term quantum computers with minimal overhead in quantum resources by relying on a mixture of quantum sampling and classical post-processing techniques. Mitiq is an extensible toolkit of different error mitigation methods, including zero-noise extrapolation, probabilistic error cancellation, and Clifford data regression. The library is designed to be compatible with generic backends and interfaces with different quantum software frameworks. We describe Mitiq using code snippets to demonstrate usage and discuss features and contribution guidelines. We present several examples demonstrating error mitigation on IBM and Rigetti superconducting quantum processors as well as on noisy simulators. Comment: 33 pages, 8 figures. The Mitiq GitHub is https://github.com/unitaryfund/mitiq and the Mitiq documentation is https://mitiq.readthedocs.io/en/stable/ |
| نوع الوثيقة: | Working Paper |
| DOI: | 10.22331/q-2022-08-11-774 |
| URL الوصول: | http://arxiv.org/abs/2009.04417 |
| رقم الأكسشن: | edsarx.2009.04417 |
| قاعدة البيانات: | arXiv |
| DOI: | 10.22331/q-2022-08-11-774 |
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