量子电路的高效平均场模拟灵感来自密度函数理论
1Department of Applied Physics and Materials Science, California Institute of Technology, Pasadena, California 91125, United States.
Journal of chemical theory and computation
|November 10, 2023
概括
研究人员开发了一种由密度函数理论 (DFT) 启发的新方法来模拟量子电路 (QC). 这种方法可以准确地预测使用更少资源的更大的QC的单量子比特概率.
科学领域:
- 量子计算是一种量子计算.
- 计算物理 计算物理
- 量子信息科学 量子信息科学
背景情况:
- 量子电路 (QC) 的精确模拟在计算上是昂贵的,随着量子位数的增加而呈指数级扩展.
- 目前的局限性限制了精确模拟的约50个量子比特.
- 有效的近似模拟方法对于推进质量控制研究至关重要.
研究的目的:
- 为量子电路开发一种高效的近似模拟方法.
- 为更大的QCs准确预测边际单量子比特概率 (SQPs).
- 为了减少与QC模拟相关的内存和计算成本.
主要方法:
- 采用了一种由密度函数理论 (DFT) 启发的新方法.
- 开发了一种量子电路的平均场描述.
- 制定了最佳的单量子比特和双量子比特门函数,类似于DFT的交换相关函数.
主要成果:
- 该方法准确地预测了几类QC的边际单量子比特概率 (SQPs),准确度超过90%.
- 模拟利用内存和计算资源,与量子位数线性扩展.
- 这种方法避免了需要计算完整的QC波函数.
结论:
- 这种以DFT为灵感的方法为模拟量子电路提供了一个计算效率高的替代方案.
- 这种形式主义显著扩大了可以模拟的量子电路的规模.
- 这种方法的未来扩展有望在量子计算研究中取得进一步进展.
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