Quantum Zeno Monte Carlo for computing observables

IF 6.6 1区 物理与天体物理 Q1 PHYSICS, APPLIED
Mancheon Han, Hyowon Park, Sangkook Choi
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Abstract

The recent development of logical quantum processors marks a pivotal transition from the noisy intermediate-scale quantum (NISQ) era to the fault-tolerant quantum computing (FTQC) era. These devices have the potential to address classically challenging problems with polynomial computational time using quantum properties. However, they remain susceptible to noise, necessitating noise resilient algorithms. We introduce Quantum Zeno Monte Carlo (QZMC), a classical-quantum hybrid algorithm that demonstrates resilience to device noise and Trotter errors while showing polynomial computational cost for a gapped system. QZMC computes static and dynamic properties without requiring initial state overlap or variational parameters, offering reduced quantum circuit depth.

Abstract Image

量子芝诺蒙特卡罗计算观测
近年来,逻辑量子处理器的发展标志着从噪声中尺度量子(NISQ)时代向容错量子计算(FTQC)时代的关键过渡。这些设备有潜力利用量子特性解决具有多项式计算时间的经典挑战问题。然而,它们仍然容易受到噪声的影响,因此需要噪声弹性算法。我们介绍了量子齐诺蒙特卡罗(QZMC),这是一种经典量子混合算法,它展示了对器件噪声和Trotter错误的弹性,同时显示了间隙系统的多项式计算成本。QZMC计算静态和动态特性,不需要初始状态重叠或变分参数,提供减少量子电路深度。
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来源期刊
npj Quantum Information
npj Quantum Information Computer Science-Computer Science (miscellaneous)
CiteScore
13.70
自引率
3.90%
发文量
130
审稿时长
29 weeks
期刊介绍: The scope of npj Quantum Information spans across all relevant disciplines, fields, approaches and levels and so considers outstanding work ranging from fundamental research to applications and technologies.
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