论文标题
MITIQ：用于噪音量子计算机上错误的软件包
Mitiq: A software package for error mitigation on noisy quantum computers
论文作者
论文摘要
我们介绍了Mitiq，这是一个用于噪声量子计算机上错误的Python软件包。误差缓解技术可以通过依靠量子采样和经典后处理技术的混合物来减少噪声对近期量子计算机的影响。 Mitiq是一种可扩展的工具包，具有不同的缓解误差方法，包括零噪声外推，概率误差取消和Clifford数据回归。该库的设计与具有不同量子软件框架的通用后端和接口兼容。我们使用代码段来描述MITIQ，以演示使用情况并讨论功能和贡献指南。我们提供了几个示例，这些例子表明了IBM和Rigetti超导量子处理器以及噪声模拟器上的错误缓解。
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.
