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
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