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
  • [31] Effective Lagrangians for quantum many-body systems
    Jens O. Andersen
    Tomáš Brauner
    Christoph P. Hofmann
    Aleksi Vuorinen
    Journal of High Energy Physics, 2014
  • [32] Irreversible dynamics in quantum many-body systems
    Schmitt, Markus
    Kehrein, Stefan
    PHYSICAL REVIEW B, 2018, 98 (18)
  • [33] Quantum Many-Body Systems in Thermal Equilibrium
    Alhambra, Alvaro M.
    PRX QUANTUM, 2023, 4 (04):
  • [34] Quantum hypothesis testing in many-body systems
    de Boer, Jan
    Godet, Victor
    Kastikainen, Jani
    Keski-Vakkuri, Esko
    SCIPOST PHYSICS CORE, 2021, 4 (02):
  • [35] Aspects of Entanglement in Quantum Many-Body Systems
    John W. Clark
    Hessam Habibian
    Aikaterini D. Mandilara
    Manfred L. Ristig
    Foundations of Physics, 2010, 40 : 1200 - 1220
  • [36] PERTURBATION EXPANSIONS FOR QUANTUM MANY-BODY SYSTEMS
    GELFAND, MP
    SINGH, RRP
    HUSE, DA
    JOURNAL OF STATISTICAL PHYSICS, 1990, 59 (5-6) : 1093 - 1142
  • [37] Emergence of Objectivity for Quantum Many-Body Systems
    Ollivier, Harold
    ENTROPY, 2022, 24 (02)
  • [38] Quasiprobabilities in Quantum Thermodynamics and Many-Body Systems
    Gherardini, Stefano
    De Chiara, Gabriele
    PRX QUANTUM, 2024, 5 (03):
  • [39] Quantum Many-Body Systems in Thermal Equilibrium
    Max-Planck-Institut für Quantenoptik, Hans-Kopfermann-Strasse 1, Garching
    D-85748, Germany
    不详
    28049, Spain
    PRX. Quantum., 4
  • [40] Measure synchronization in quantum many-body systems
    Qiu, Haibo
    Julia-Diaz, Bruno
    Angel Garcia-March, Miguel
    Polls, Artur
    PHYSICAL REVIEW A, 2014, 90 (03)