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arXiv 2401.08044quant-phhep-lathep-phnucl-th

使用112量子比特对Schwinger模型中强子动力学的量子模拟

Quantum Simulations of Hadron Dynamics in the Schwinger Model using 112 Qubits

Roland C. Farrell, Marc Illa, Anthony N. Ciavarella, Martin J. Savage

AI总结:

本文在IBM 112量子比特Heron处理器上,通过SC-ADAPT-VQE制备强子波包并结合二阶Trotter化与准局域相互作用近似,成功模拟了Schwinger模型中强子的时间演化,展示了近期量子优势的潜力。

摘要:

利用IBM的133量子比特Heron量子计算机ibm_torino中的112个量子比特,在Schwinger模型中制备强子波包并进行时间演化。强子波包的初始化分两步进行。首先,使用最近开发的SC-ADAPT-VQE算法和工作流程在整个晶格上制备真空态。然后将SC-ADAPT-VQE扩展到局域态的制备,并用于在真空态之上建立强子波包。这是通过自适应构建低深度线路来实现的,这些线路最大化与绝热制备的强子波包的重叠。由于波包的局域特性,这些线路可以在经典计算机上通过一系列小晶格确定,然后稳健地扩展到在量子计算机上为模拟制备大晶格上的波包。时间演化采用二阶Trotter化实现。为了同时降低所需的量子比特连通性和线路深度,引入了一种近似的准局域相互作用。这种近似之所以可行,是因为长距离上禁闭效应的出现,并且随着相互作用距离的增加而指数收敛。利用多种误差缓解策略,执行了多达14步Trotter时间演化,使用了13,858个双量子比特门(CNOT深度为370)。强子的传播被清晰识别,其结果与矩阵乘积态模拟相比表现良好。文中还讨论了在强子散射模拟中实现近期量子优势的前景。

英文摘要:

Hadron wavepackets are prepared and time evolved in the Schwinger model using 112 qubits of IBM's 133-qubit Heron quantum computer ibm_torino. The initialization of the hadron wavepacket is performed in two steps. First, the vacuum is prepared across the whole lattice using the recently developed SC-ADAPT-VQE algorithm and workflow. SC-ADAPT-VQE is then extended to the preparation of localized states, and used to establish a hadron wavepacket on top of the vacuum. This is done by adaptively constructing low-depth circuits that maximize the overlap with an adiabatically prepared hadron wavepacket. Due to the localized nature of the wavepacket, these circuits can be determined on a sequence of small lattices using classical computers, and then robustly scaled to prepare wavepackets on large lattices for simulations using quantum computers. Time evolution is implemented with a second-order Trotterization. To reduce both the required qubit connectivity and circuit depth, an approximate quasi-local interaction is introduced. This approximation is made possible by the emergence of confinement at long distances, and converges exponentially with increasing distance of the interactions. Using multiple error-mitigation strategies, up to 14 Trotter steps of time evolution are performed, employing 13,858 two-qubit gates (with a CNOT depth of 370). The propagation of hadrons is clearly identified, with results that compare favorably with Matrix Product State simulations. Prospects for a near-term quantum advantage in simulations of hadron scattering are discussed.

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。

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