用矩阵产品状态快速模拟费米离子电路
Justin Provazza1, Klaas Gunst1, Huanchen Zhai2
1Quantum Simulation Technologies Inc., Boston, Massachusetts 02135, United States.
Journal of chemical theory and computation
|April 25, 2024
概括
我们开发了MPS-FQE,这是量子计算的新工具. 该软件能够对更大的费米离子系统进行近似模拟,从而推动量子算法开发.
科学领域:
- 量子计算是一种量子计算.
- 计算物理 计算物理
- 量子信息科学 量子信息科学
背景情况:
- 精确模拟费米子系统对于量子计算至关重要.
- 完全状态向量模拟仅限于小型系统大小.
- 需要近似方法来缩放模拟.
研究的目的:
- 为费米子量子模拟器 (FQE) 软件引入一个开源的矩阵产品状态 (MPS) 扩展.
- 为了能够近似模拟更大的费米子量子电路.
- 为了促进量子算法在超出精确方法范围的系统上的研究.
主要方法:
- 开发了MPS-FQE,将对称性适应的MPS理论与FQE接口集成在一起.
- 使用 pyblock3 和 block2 库进行张量运算.
- 实施了FQE的掉入替代品,以实现高效,近似的仿真.
主要成果:
- MPS-FQE允许大致模拟比全态向量方法更大的费米离子电路.
- 在量子相估计,变量量子自溶解器,Trotter误差分析和量子动力学方面有着证明的应用.
- 能够处理更大的系统进行量子算法测试.
结论:
- MPS-FQE提供了一种强大的工具,可以对费米子量子系统进行近似模拟.
- 该软件扩展了现有的量子模拟器的功能.
- 促进了近期和容错量子算法开发的研究.
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