Simulating Many-Body Systems with a Projective Quantum Eigensolver

被引:37
|
作者
Stair, Nicholas H. [1 ]
Evangelista, Francesco A.
机构
[1] Emory Univ, Dept Chem, Atlanta, GA 30322 USA
来源
PRX QUANTUM | 2021年 / 2卷 / 03期
关键词
COUPLED-CLUSTER THEORY; CONVERGENCE; ALGORITHM; MODEL;
D O I
10.1103/PRXQuantum.2.030301
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We present a new hybrid quantum-classical algorithm for optimizing unitary coupled-cluster (UCC) wave functions deemed the projective quantum eigensolver (PQE), amenable to near-term noisy quantum hardware. Contrary to variational quantum algorithms, PQE optimizes a trial state using residuals (projections of the Schrodinger equation) rather than energy gradients. We show that the residuals may be evaluated by simply measuring two energy expectation values per element. We also introduce a selected variant of PQE (SPQE) that uses an adaptive ansatz built from arbitrary-order particle-hole operators, offering an alternative to gradient-based selection procedures. PQE and SPQE are tested on a set of molecular systems covering both the weak and strong correlation regimes, including hydrogen clusters with four to ten atoms and the BeH2 molecule. When employing a fixed ansatz, we find that PQE can converge disentangled (factorized) UCC wave functions to essentially identical energies as variational optimization while requiring fewer computational resources. A comparison of SPQE and adaptive variational quan tum algorithms shows that for ansatze containing the same number of parameters the two methods yield results of comparable accuracy. Finally, we show that for a target energy accuracy, SPQE provides a parameterization of similar size or more concise than the one obtained via selected configuration interaction and the density matrix renormalization group on one- to three-dimensional strongly correlated H10 systems in terms of number of variational parameters.
引用
收藏
页数:20
相关论文
共 50 条
  • [1] Simulating quantum dissipation in many-body systems
    Capriotti, L
    Cuccoli, A
    Fubini, A
    Tognetti, V
    Vaia, R
    EUROPHYSICS LETTERS, 2002, 58 (02): : 155 - 161
  • [2] Improve variational quantum eigensolver by many-body localization
    Li, Xin
    Yin, Zhang-qi
    FRONTIERS OF PHYSICS, 2025, 20 (02):
  • [3] Many-Body Excited States with a Contracted Quantum Eigensolver
    Smart, Scott E.
    Welakuh, Davis M.
    Narang, Prineha
    JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2024, 20 (09) : 3580 - 3589
  • [4] Quantum Flow Algorithms for Simulating Many-Body Systems on Quantum Computers
    Kowalski, Karol
    Bauman, Nicholas P.
    PHYSICAL REVIEW LETTERS, 2023, =131 (20)
  • [5] Unifying variational methods for simulating quantum many-body systems
    Dawson, C. M.
    Eisert, J.
    Osborne, T. J.
    PHYSICAL REVIEW LETTERS, 2008, 100 (13)
  • [6] Simulating quantum field theory in curved spacetime with quantum many-body systems
    Yang, Run-Qiu
    Liu, Hui
    Zhu, Shining
    Luo, Le
    Cai, Rong-Gen
    PHYSICAL REVIEW RESEARCH, 2020, 2 (02):
  • [7] Positive Tensor Network Approach for Simulating Open Quantum Many-Body Systems
    Werner, A. H.
    Jaschke, D.
    Silvi, P.
    Kliesch, M.
    Calarco, T.
    Eisert, J.
    Montangero, S.
    PHYSICAL REVIEW LETTERS, 2016, 116 (23)
  • [8] Simulating many-body physics with quantum nonlinear optics
    Chen, Zhe
    Xu, Xiao-Ye
    Wang, Qin-Qin
    Han, Yong-Jian
    Li, Chuan-Feng
    Guo, Guang-Can
    PHYSICAL REVIEW A, 2023, 107 (05)
  • [9] Simulating open quantum systems: from many-body interactions to stabilizer pumping
    Mueller, M.
    Hammerer, K.
    Zhou, Y. L.
    Roos, C. F.
    Zoller, P.
    NEW JOURNAL OF PHYSICS, 2011, 13
  • [10] Probing many-body localization by excited-state variational quantum eigensolver
    Liu, Shuo
    Zhang, Shi-Xin
    Hsieh, Chang -Yu
    Zhang, Shengyu
    Yao, Hong
    PHYSICAL REVIEW B, 2023, 107 (02)