通过局部单位不变量回归竞争
Ming Li1, Wenjun Wang1, Xiaoyu Zhang1
1College of Science, China University of Petroleum, Qingdao 266580, China.
Entropy (Basel, Switzerland)
|November 27, 2024
概括
研究人员开发了一种方法,使用局部单元不变量来预测量子纠 (并发). 这种方法为量子状态断层扫描提供了一个资源高效的替代方案,在两量子比特状态下达到98.5%的预测准确性.
科学领域:
- 量子信息理论 量子信息理论
- 量子计算是一种量子计算.
- 量子状态的表征 量子状态的表征
背景情况:
- 同步是多量子比特系统纠的一个关键指标.
- 与断层扫描相比,局部单元 (LU) 不变提供了一种资源高效的方式来表征量子状态.
- 从LU不变数直接预测纠性质可以减少实验的开销.
研究的目的:
- 调查局部单元 (LU) 不变量与两个量子比特量子状态的相应关系.
- 利用LU不变量开发竞争的预测模型.
- 建立一种更有效的方法来量化量子系统中的纠.
主要方法:
- 利用多重回归,树模型和BP神经网络模型.
- 作为独立变量使用的局部单位 (LU) 不变量.
- 分析了纯和维纳状态的数据相关性,以导出函数式.
主要成果:
- 建立了基于LU不变数的竞争的功能公式,用于纯和维纳状态.
- 实现了98.5%的高预测准确度,用于跨越各种两量子比特状态的竞争.
- 证明了LU不变数在预测纠措施中的有效性.
结论:
- 局部单元 (LU) 不变量可以准确地预测两个量子位状态的并发.
- 开发的模型在有效的纠量化方面取得了重大进展.
- 这种方法为评估纠提供了量子状态断层扫描的实用替代方案.
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