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基于张量网络的量子自旋系统的减少基础替代品
Paul Brehmer1, Michael F Herbst2, Stefan Wessel1
1Institute for Theoretical Solid State Physics, RWTH Aachen University, Otto-Blumenthal-Strasse 26, 52074 Aachen, Germany.
Physical review. E
|September 19, 2023
概括
本研究介绍了一种贪的策略,使用矩阵产品状态来构建量子多体系统的缩小基础. 这有效地计算了自旋-1模型的量子相位图.
科学领域:
- 量子多体物理学 量子多体物理学
- 计算物理 计算物理
背景情况:
- 减少的基础方法旨在通过构建低维子空间来简化复杂的量子系统.
- 研究量子相位图需要高效的计算方法.
研究的目的:
- 开发和实施一个贪的策略,使用矩阵产品状态组装减少的基础.
- 为了使各种量子多体系统能够有效计算量子相位图.
主要方法:
- 使用一个贪的算法来选择最佳参数点来构建减少的基础.
- 矩阵-产品状态 (MPS) 计算被用来获得基础构造的基本状态.
- 该方法从选定的基本状态解决方案中构建一个低维子空间.
主要成果:
- 这种贪的策略实际上是从MPS计算中组装了一个减少的基础.
- 计算复杂性用于计算可观测的变得独立于希尔伯特空间大小.
- 这种方法在一维量子自旋-1模型上进行了演示,具有异构和二次方程相互作用.
结论:
- 开发的贪的减少基础方法提供了一种高效和准确的方法来计算量子相位图.
- 这种方法显著降低了分析复杂量子系统的计算成本.
- 该方法对于一维量子自旋-1模型特别有效.
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