论文标题

在数字量子模拟中使用优化电路模拟开放量子多体系统

Simulating open quantum many-body systems using optimised circuits in digital quantum simulation

论文作者

Jo, Minjae, Kim, Myungshik

论文摘要

数字量子计算机可能是模拟数字古典计算机以外的开放量子多体系统的理想平台。许多研究的重点是通过模拟封闭量子系统的时间动力学或变异方法来获得基态。但是,开放量子系统的动力学并没有引起太多关注,原因是它们的非自然动力学并非自然地模拟量子计算中的一组单一门操作。在这里,我们研究了开放量子系统中的原型模型,该模型具有Trotterisation,用于修改的随机schr {Ö} dinger方程(MSSE)。最小化MSSE中的领先误差使得可以优化量子电路,并使用无噪声\ textIt {量子汇编语言(QASM)模拟器}和嘈杂的IBM量子设备运行优化的电路。 \ textIt {Qasm Simulator}使能够研究可与经典计算机限制相当的可及系统大小。结果表明,开放量子系统中的非平衡临界现象成功地获得了高精度。此外,我们在IBM量子设备上运行算法,这表明当前的机器具有挑战性,可以由于噪声而定量准确的时间动力学。尽管发生了错误,但IBM设备的结果定性地遵循了临界行为的趋势,并包括在降低噪声时证明量子优势的可能性。我们讨论使用噪声模型应降低一定的保真度的噪声,这对于证明未来量子设备的量子优势至关重要。

Digital quantum computers are potentially an ideal platform for simulating open quantum many-body systems beyond the digital classical computers. Many studies have focused on obtaining the ground state by simulating time dynamics or variational approaches of closed quantum systems. However, dynamics of open quantum systems has not been given much attention with a reason being their non-unitary dynamics not natural to simulate on a set of unitary gate operations in quantum computing. Here we study prototypical models in open quantum systems with Trotterisations for the modified stochastic Schr{ö}dinger equation (MSSE). Minimising the leading error in MSSE enables to optimise the quantum circuits, and we run the optimised circuits with the noiseless \textit{quantum assembly language (QASM) simulator} and the noisy IBM Quantum devices. The \textit{QASM simulator} enables to study the reachable system size that is comparable to the limits of classical computers. The results show that the nonequilibrium critical phenomena in open quantum systems are successfully obtained with high precision. Furthermore, we run the algorithm on the IBM Quantum devices, showing that the current machine is challenging, to give quantitatively accurate time dynamics due to the noise. Despite errors, the results by IBM devices qualitatively follow the trend of critical behaviour and include a possibility to demonstrate quantum advantage when the noise is reduced. We discuss how much noise should be reduced for a certain fidelity using the noise model, which will be crucial to demonstrate quantum advantage from future quantum devices.

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