论文标题

噪声超导量子计算机上的量子模拟

Quantum Simulation on Noisy Superconducting Quantum Computers

论文作者

Ferris, Kaelyn J., Rasmusson, A. J., Bronn, Nicholas T., Lanes, Olivia

论文摘要

量子模拟是量子计算的潜在强大应用,使人们有望模仿经典计算方法超出范围的有趣的量子系统。尽管如此有希望的应用以及积极研究的增加,但在研究生或本科生层面上,几乎没有介绍性文献或该主题的演示。这是人为地提高了进入该领域的障碍,而该领域已经在学术界和行业中拥有有限的劳动力。在这里,我们提供了模拟量子系统的介绍,从选择的哈密顿量开始,概述状态准备和进化,并讨论测量方法。我们通过使用Suzuki-Trotter分解来测量与随时间演化的无序结合模型的状态动力学来提供示例模拟。此外,误差缓解和降噪对于在当前可用的嘈杂量子计算机上执行量子算法至关重要。我们讨论并演示了各种缓解误差和电路优化技术,可显着提高性能。所有源代码均可免费获得,我们鼓励读者以此为基础。

Quantum simulation is a potentially powerful application of quantum computing, holding the promise to be able to emulate interesting quantum systems beyond the reach of classical computing methods. Despite such promising applications, and the increase in active research, there is little introductory literature or demonstrations of the topic at a graduate or undergraduate student level. This artificially raises the barrier to entry into the field which already has a limited workforce, both in academia and industry. Here we present an introduction to simulating quantum systems, starting with a chosen Hamiltonian, overviewing state preparation and evolution, and discussing measurement methods. We provide an example simulation by measuring the state dynamics of a tight-binding model with disorder by time evolution using the Suzuki-Trotter decomposition. Furthermore, error mitigation and noise reduction are essential to executing quantum algorithms on currently available noisy quantum computers. We discuss and demonstrate various error mitigation and circuit optimization techniques that significantly improve performance. All source code is freely available, and we encourage the reader to build upon it.

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