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在非马科夫量子系统中通过过程张量器统一最佳控制方法
Carlos Ortega-Taberner1,2, Eoin O'Neill1,2, Eoin Butler1,2
1School of Physics, Trinity College Dublin, Dublin 2, Ireland.
The Journal of chemical physics
|September 30, 2024
概括
我们引入了一个统一的框架,使用矩阵产品运算符来模拟复杂的量子系统. 这种方法可以对非马科夫量子系统进行有效的最佳控制,克服环境维度挑战.
科学领域:
- 量子物理学 量子物理学 是一种量子物理学.
- 量子控制是一种量子控制.
- 计算化学的计算化学
背景情况:
- 模拟超出马科夫近似的开放量子系统是具有挑战性的,因为环境具有很大的维度.
- 现有的方法可以减少环境的复杂性,但缺乏最佳控制应用的统一框架.
研究的目的:
- 开发一个统一的框架来模拟非马科夫量子系统.
- 为了在最佳控制范围内实现和比较不同的模拟方法.
- 评估这些量子控制方法的效率.
主要方法:
- 使用过程张量表示各种非马科夫模拟方法.
- 制定过程张量作为矩阵-产品-运算符.
- 在这个框架内,利用反向传播进行梯度计算.
主要成果:
- 证明了几个非马科夫模拟技术可以通过矩阵-产品-运算符过程张量统一.
- 建立了计算梯度的一般方案,这对于最佳控制至关重要.
- 提供了一种方法来比较基于债券尺寸的不同模拟技术的效率.
结论:
- 矩阵产品操作员框架统一了模拟非马科夫量子系统的各种方法.
- 这一框架有助于对复杂的量子系统应用最佳控制.
- 模拟方法的效率比较是通过分析过程张量键尺寸来实现的.
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