A quantum solution for efficient use of symmetries in the simulation of many-body systems

被引:4
|
作者
Schmitz, Albert T. [1 ,2 ,3 ]
Johri, Sonika [3 ]
机构
[1] Univ Colorado, Dept Phys, Boulder, CO 80309 USA
[2] Univ Colorado, Ctr Theory Quantum Matter, Boulder, CO 80309 USA
[3] Intel Corp, Intel Labs, Hillsboro, OR 97124 USA
关键词
Bit error rate - Hamiltonians;
D O I
10.1038/s41534-019-0232-1
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
A many-body Hamiltonian can be block-diagonalized by expressing it in terms of symmetry-adapted basis states. Finding the group orbit representatives of these basis states and their corresponding symmetries is currently a memory/computational bottleneck on classical computers during exact diagonalization. We apply Grover's search in the form of a minimization procedure to solve this problem. Our quantum solution provides an exponential reduction in memory, and a quadratic speedup in time over classical methods. We discuss explicitly the full circuit implementation of Grover minimization as applied to this problem, finding that the oracle only scales as polylog in the size of the group, which acts as the search space. Further, we design an error mitigation scheme that, with no additional qubits, reduces the impact of bit-flip errors on the computation, with the magnitude of mitigation directly correlated with the error rate, improving the utility of the algorithm in the Noisy Intermediate Scale Quantum era.
引用
收藏
页数:10
相关论文
共 50 条
  • [31] Negentropy in Many-Body Quantum Systems
    Quarati, Piero
    Lissia, Marcello
    Scarfone, Antonio M.
    ENTROPY, 2016, 18 (02)
  • [32] Efficient learning of many-body systems
    Chen, Sitan
    NATURE PHYSICS, 2024, 20 (06) : 899 - 900
  • [33] SIMULATION OF CLASSICAL MANY-BODY SYSTEMS
    EGER, M
    AMERICAN JOURNAL OF PHYSICS, 1970, 38 (12) : 1475 - &
  • [34] Fast Simulation of Many-Body Rydberg Atomic Systems for Quantum Sensing
    Xu, Xinyi Y. I.
    Xie, Guoda
    Ying, Lei
    Yuan, Jinpeng
    Sha, Wei E. I.
    2024 IEEE INTERNATIONAL SYMPOSIUM ON ANTENNAS AND PROPAGATION AND INC/USNCURSI RADIO SCIENCE MEETING, AP-S/INC-USNC-URSI 2024, 2024, : 1975 - 1976
  • [35] Classical simulation of quantum many-body systems with a tree tensor network
    Shi, Y. -Y.
    Duan, L. -M.
    Vidal, G.
    PHYSICAL REVIEW A, 2006, 74 (02):
  • [36] Local Convertibility and the Quantum Simulation of Edge States in Many-Body Systems
    Franchini, Fabio
    Cui, Jian
    Amico, Luigi
    Fan, Heng
    Gu, Mile
    Korepin, Vladimir
    Kwek, Leong Chuan
    Vedral, Vlatko
    PHYSICAL REVIEW X, 2014, 4 (04):
  • [37] Environmental decoherence of many-body quantum systems: Semiclassical theory and simulation
    Riga, JM
    Martens, CC
    CHEMICAL PHYSICS, 2006, 322 (1-2) : 108 - 117
  • [38] Efficient tomography of a quantum many-body system
    Lanyon, B. P.
    Maier, C.
    Holzaepfel, M.
    Baumgratz, T.
    Hempel, C.
    Jurcevic, P.
    Dhand, I.
    Buyskikh, A. S.
    Daley, A. J.
    Cramer, M.
    Plenio, M. B.
    Blatt, R.
    Roos, C. F.
    NATURE PHYSICS, 2017, 13 (12) : 1158 - +
  • [39] Efficient tomography of a quantum many-body system
    B. P. Lanyon
    C. Maier
    M. Holzäpfel
    T. Baumgratz
    C. Hempel
    P. Jurcevic
    I. Dhand
    A. S. Buyskikh
    A. J. Daley
    M. Cramer
    M. B. Plenio
    R. Blatt
    C. F. Roos
    Nature Physics, 2017, 13 : 1158 - 1162
  • [40] Simulation of environmental effects on coherent quantum dynamics in many-body systems
    Riga, JM
    Martens, CC
    JOURNAL OF CHEMICAL PHYSICS, 2004, 120 (15): : 6863 - 6873