arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2204.09439quant-ph
收藏

有限能量多体量子系统的经典算法

Classical algorithms for many-body quantum systems at finite energies

Yilun Yang, J. Ignacio Cirac, Mari Carmen Bañuls

摘要:

我们研究量子启发的算法来计算有限能量下量子多体系统的物理观测值。它们基于[Lu et al. PRX Quantum 2,020321(2021)]中提出的量子算法,其使用此类系统的动力学的量子模拟以及经典滤波和采样技术。在这里,我们取代量子模拟的标准经典方法的基础上矩阵产品的状态和运营商。因此,我们可以解决比通过精确对角化或其他算法可达到的系统大得多的系统。我们展示了性能与自旋链高达80个网站。

英文摘要:

We investigate quantum inspired algorithms to compute physical observables of quantum many-body systems at finite energies. They are based on the quantum algorithms proposed in [Lu et al. PRX Quantum 2, 020321 (2021)], which use the quantum simulation of the dynamics of such systems, as well as classical filtering and sampling techniques. Here, we replace the quantum simulation by standard classical methods based on matrix product states and operators. As a result, we can address significantly larger systems than those reachable by exact diagonalization or by other algorithms. We demonstrate the performance with spin chains up to 80 sites.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

↑