论文标题

部分可观测时空混沌系统的无模型预测

Bosonic Qiskit

论文作者

Stavenger, Timothy J, Crane, Eleanor, Smith, Kevin, Kang, Christopher T, Girvin, Steven M, Wiebe, Nathan

论文摘要

除传统的(可离散可变)量子外,还通过实验证明了混合量子信息处理硬件的实际好处,该硬件还包含连续变化的物体(诸如机械或电磁振荡器)的连续变化对象(诸如机械或电磁振荡器),除了传统(可离散的)Qubits外,还通过实验证明了与验证型号的验证型和量子型的验证点的实验,这些实验已通过玻感代码达到了验证点的验证点。 triatomic分子远远超出了当前仅Qubit硬件的功能。这个共同设计的量子优势中心(C2QA)项目的目标是为混合量子器/玻感模式系统开发指令集体系结构(ISA),其中包含此类硬件中可能的基本操作和测量的清单。相应的抽象机器模型(AMM)还将包含与大门相关的适当错误模型的描述。该信息已作为Qiskit的扩展实施。 Qiskit是一种OpenSource软件开发工具包(SDK),用于模拟具有Python 3.7+系统上量子电路的量子状态,并用于在IBM量子实验室中的原型硬件上运行相同的电路。我们介绍了Bosonic Qiskit软件,以使用现有的Qiskit软件开发套件来启用混合量子量/骨系统的模拟。该实现可用于模拟新的混合系统,验证所提出的物理系统以及比目前构建的更大的建模系统。我们还介绍了软件中包含的教程和示例用例,用于研究Jaynes-Cummings模型,玻感Hubbard模型,绘制Wigner功能和动画,并使用Wigner函数计算最大似然估计。

The practical benefits of hybrid quantum information processing hardware that contains continuous-variable objects (bosonic modes such as mechanical or electromagnetic oscillators) in addition to traditional (discrete-variable) qubits have recently been demonstrated by experiments with bosonic codes that reach the break-even point for quantum error correction and by efficient Gaussian boson sampling simulation of the Franck-Condon spectra of triatomic molecules that is well beyond the capabilities of current qubit-only hardware. The goal of this Co-design Center for Quantum Advantage (C2QA) project is to develop an instruction set architecture (ISA) for hybrid qubit/bosonic mode systems that contains an inventory of the fundamental operations and measurements that are possible in such hardware. The corresponding abstract machine model (AMM) would also contain a description of the appropriate error models associated with the gates, measurements and time evolution of the hardware. This information has been implemented as an extension of Qiskit. Qiskit is an opensource software development toolkit (SDK) for simulating the quantum state of a quantum circuit on a system with Python 3.7+ and for running the same circuits on prototype hardware within the IBM Quantum Lab. We introduce the Bosonic Qiskit software to enable the simulation of hybrid qubit/bosonic systems using the existing Qiskit software development kit. This implementation can be used for simulating new hybrid systems, verifying proposed physical systems, and modeling systems larger than can currently be constructed. We also cover tutorials and example use cases included within the software to study Jaynes- Cummings models, bosonic Hubbard models, plotting Wigner functions and animations, and calculating maximum likelihood estimations using Wigner functions.

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