Quantum fast Poisson solver: the algorithm and complete and modular circuit design

被引:34
|
作者
Wang, Shengbin [1 ]
Wang, Zhimin [1 ]
Li, Wendong [1 ]
Fan, Lixin [1 ]
Wei, Zhiqiang [2 ]
Gu, Yongjian [1 ]
机构
[1] Ocean Univ China, Coll Informat Sci & Engn, Dept Phys, Qingdao 266100, Peoples R China
[2] Ocean Univ China, Coll Informat Sci & Engn, Dept Comp Sci & Technol, Qingdao 266100, Peoples R China
基金
中国国家自然科学基金;
关键词
Quantum circuit; Poisson equation; HHL algorithm; Trigonometric function; Function-value binary expansion; EQUATION;
D O I
10.1007/s11128-020-02669-7
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The Poisson equation has applications across many areas of physics and engineering, such as the dynamic process simulation of ocean current. Here we present a quantum algorithm for solving Poisson equation, as well as a complete and modular circuit design. The algorithm takes the HHL algorithm as the framework (where HHL is for solving linear equations). A more efficient way of implementing the controlled rotation, one of the crucial steps in HHL, is developed based on the arc cotangent function. The key point is that the inverse trigonometric function can be evaluated in a very simple recursive way by a binary expansion method. Quantum algorithms for solving square root and reciprocal functions are proposed based on the classical non-restoring method. These advances not only reduce the algorithm's complexity, but more importantly make the circuit more complete and practical. We demonstrate our circuits on a quantum virtual computing system installed on the Sunway TaihuLight supercomputer. This is an important step toward practical applications of the present circuits as a fast Poisson solver in the near-term hybrid classical/quantum devices.
引用
收藏
页数:25
相关论文
共 50 条
  • [11] A FAST POISSON SOLVER FOR DISTRIBUTED MEMORY MULTIPROCESSORS
    DISERAFINO, D
    MURLI, A
    PERLA, F
    CONCURRENCY-PRACTICE AND EXPERIENCE, 1992, 4 (07): : 499 - 508
  • [12] PoisFFT - A free parallel fast Poisson solver
    Fuka, V.
    APPLIED MATHEMATICS AND COMPUTATION, 2015, 267 : 356 - 364
  • [13] Advanced Quantum Poisson Solver in the NISQ era
    Robson, Walter
    Saha, Kamal K.
    Howington, Connor
    Suh, In-Saeng
    Nabrzyski, Jaroslaw
    2022 IEEE INTERNATIONAL CONFERENCE ON QUANTUM COMPUTING AND ENGINEERING (QCE 2022), 2022, : 741 - 744
  • [14] Enhancing scalability and accuracy of quantum poisson solver
    Saha, Kamal K.
    Robson, Walter
    Howington, Connor
    Suh, In-Saeng
    Wang, Zhimin
    Nabrzyski, Jaroslaw
    QUANTUM INFORMATION PROCESSING, 2024, 23 (06)
  • [15] A quantum circuit design for Grover's algorithm
    Diao, ZJ
    Zubairy, MS
    Chen, G
    ZEITSCHRIFT FUR NATURFORSCHUNG SECTION A-A JOURNAL OF PHYSICAL SCIENCES, 2002, 57 (08): : 701 - 708
  • [16] Incompressible SPH (ISPH) with fast Poisson solver on a GPU
    Chow, Alex D.
    Rogers, Benedict D.
    Lind, Steven J.
    Stansby, Peter K.
    COMPUTER PHYSICS COMMUNICATIONS, 2018, 226 : 81 - 103
  • [17] Boundary collocation fast poisson solver on irregular domains
    Daeshik Lee
    Korean Journal of Computational & Applied Mathematics, 2001, 8 (1) : 27 - 44
  • [18] Fast spectral solver for Poisson equation in an annular domain
    Lin, T-S
    He, C-Y
    Hu, W-F
    ANNALS OF MATHEMATICAL SCIENCES AND APPLICATIONS, 2020, 5 (01) : 65 - 74
  • [19] A fast Poisson solver for realistic semiconductor device structures
    Walmsley, M
    Abram, RA
    COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING, 1996, 15 (02) : 31 - +
  • [20] Improvements of a Fast Parallel Poisson Solver on Irregular Domains
    Adelmann, Andreas
    Arbenz, Peter
    Ineichen, Yves
    APPLIED PARALLEL AND SCIENTIFIC COMPUTING, PT I, 2012, 7133 : 65 - 74