矩阵产品状态的不寻常能量光谱
J Maxwell Silvester1, Giuseppe Carleo2, Steven R White1
1University of California, Irvine, Department of Physics and Astronomy, California 92667, USA.
Physical review letters
|April 11, 2025
概括
来自密度矩阵重规范化组方法的近似基本状态显示出具有高能量尾巴的不寻常能量光谱. 一种基于采样的新型差异方法,尽管采样波动,但提供了准确的推断.
科学领域:
- 量子多体物理学 量子多体物理学
- 计算物理学的计算物理.
背景情况:
- 从虚构时间进化的近似基本状态显示能量光谱呈指数级衰变.
- 矩阵产物状态 (MPS) 被广泛用于准确的基本状态近似.
研究的目的:
- 为了研究近似矩阵产品基本状态的能量光谱.
- 了解这些光谱对采样方法的影响.
- 开发改进的外推技术.
主要方法:
- 对矩阵产品状态 (MPS) 的能量光谱分析.
- 与神经网络波函数的比较.
- 开发和测试以采样为基础的偏差方法用于推断.
主要成果:
- 与指数式衰变不同,MPS基本状态表现出广泛的,大致恒定的能量光谱,延伸到高能量.
- 增加键维度会降低光谱振幅,但不会降低它的范围.
- 这些光谱特征是压缩波函数的一般特征,并影响采样,导致大波动.
- 拟议的基于采样的差异方法产生了准确和高效的推断.
结论:
- 压缩波函数,包括MPS和神经网络波函数,具有不寻常的能量谱.
- 这些光谱可以导致基于抽样计算的显著波动.
- 一种基于采样的新型差异方法有效地减轻了这些问题,以实现准确的可观测外推.
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