Hamiltonian simulation for hyperbolic partial differential equations by scalable quantum circuits

被引:3
|
作者
Sato, Yuki [1 ,2 ]
Kondo, Ruho [1 ,2 ]
Hamamura, Ikko [3 ,5 ]
Onodera, Tamiya [2 ]
Yamamoto, Naoki [2 ,4 ]
机构
[1] Toyota Cent Res & Dev Labs Inc, 1-4-14 Koraku,Bunkyo Ku, Tokyo 1120004, Japan
[2] Keio Univ, Quantum Comp Ctr, 3-14-1 Hiyoshi,Kohoku Ku, Yokohama, Kanagawa 2238522, Japan
[3] IBM Res Tokyo, IBM Quantum, 19-21 Nihonbashi Hakozaki Cho,Chuo Ku, Tokyo 1038510, Japan
[4] Keio Univ, Dept Appl Phys & Physicoinformat, Hiyoshi 3-14-1,Kohoku Ku, Yokohama, Kanagawa 2238522, Japan
[5] NVIDIA GK, Tokyo 1070052, Japan
来源
PHYSICAL REVIEW RESEARCH | 2024年 / 6卷 / 03期
关键词
All Open Access; Gold;
D O I
10.1103/PhysRevResearch.6.033246
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Solving partial differential equations for extremely large-scale systems within a feasible computation time serves in accelerating engineering developments. Quantum computing algorithms, particularly the Hamiltonian simulations, present a potential and promising approach to achieve this purpose. Actually, there are several oracle-based Hamiltonian simulations with potential quantum speedup, but their detailed implementations and accordingly the detailed computational complexities are all unclear. This paper presents a method that enables us to explicitly implement the quantum circuit for Hamiltonian simulation; the key technique is the explicit gate construction of differential operators contained in the target partial differential equation discretized by the finite difference method. Moreover, we show that the space and time complexities of the constructed circuit are exponentially smaller than those of conventional classical algorithms. We also provide numerical experiments and an experiment on a real device for the wave equation to demonstrate the validity of our proposed method.
引用
收藏
页数:21
相关论文
共 50 条
  • [21] Introduction to Nonlinear Hyperbolic Partial Differential Equations
    Nersessian, Anry
    ARMENIAN JOURNAL OF MATHEMATICS, 2011, 3 (03):
  • [22] Oscillation of hyperbolic partial differential equations with impulses
    Luo, JW
    APPLIED MATHEMATICS AND COMPUTATION, 2002, 133 (2-3) : 309 - 318
  • [23] Analysis of preconditioners for hyperbolic partial differential equations
    Otto, K
    SIAM JOURNAL ON NUMERICAL ANALYSIS, 1996, 33 (06) : 2131 - 2165
  • [24] Simulation of volatility modulated Volterra processes using hyperbolic stochastic partial differential equations
    Benth, Fred Espen
    Eyjolfsson, Heidar
    BERNOULLI, 2016, 22 (02) : 774 - 793
  • [25] Quantum simulation for partial differential equations with physical boundary or interface conditions
    Jin, Shi
    Li, Xiantao
    Liu, Nana
    Yu, Yue
    JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 498
  • [26] Variational quantum simulation of partial differential equations: applications in colloidal transport
    Leong, Fong Yew
    Koh, Dax Enshan
    Ewe, Wei-Bin
    Kong, Jian Feng
    INTERNATIONAL JOURNAL OF NUMERICAL METHODS FOR HEAT & FLUID FLOW, 2023, 33 (11) : 3669 - 3690
  • [27] Variational Quantum Simulation of Partial Differential Equations: Applications in Colloidal Transport
    Leong, Fong Yew
    Koh, Dax Enshan
    Ewe, Wei-Bin
    Kong, Jian Feng
    arXiv, 2023,
  • [28] XMDS2: Fast, scalable simulation of coupled stochastic partial differential equations
    Dennis, Graham R.
    Hope, Joseph J.
    Johnsson, Mattias T.
    COMPUTER PHYSICS COMMUNICATIONS, 2013, 184 (01) : 201 - 208
  • [29] On a class of discretizations of Hamiltonian nonlinear partial differential equations
    Kevrekidis, PG
    PHYSICA D-NONLINEAR PHENOMENA, 2003, 183 (1-2) : 68 - 86
  • [30] On Critical Behaviour in Systems of Hamiltonian Partial Differential Equations
    Boris Dubrovin
    Tamara Grava
    Christian Klein
    Antonio Moro
    Journal of Nonlinear Science, 2015, 25 : 631 - 707