Canonical mean-field molecular dynamics derived from quantum mechanics

被引:2
|
作者
Huang, Xin [1 ]
Plechac, Petr [2 ]
Sandberg, Mattias [1 ]
Szepessy, Anders [1 ]
机构
[1] Kungl Tekniska Hogskolan, Inst Matemat, S-10044 Stockholm, Sweden
[2] Univ Delaware, Dept Math Sci, Newark, DE 19716 USA
基金
瑞典研究理事会;
关键词
Quantum canonical ensemble; correlation observables; molecular dynamics; excited states; mean-field approximation; semi-classical analysis; Weyl calculus; path integral;
D O I
10.1051/m2an/2022079
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Canonical quantum correlation observables can be approximated by classical molecular dynamics. In the case of low temperature the ab initio molecular dynamics potential energy is based on the ground state electron eigenvalue problem and the accuracy has been proven to be O(M-1), provided the first electron eigenvalue gap is sufficiently large compared to the given temperature and M is the ratio of nuclei and electron masses. For higher temperature eigenvalues corresponding to excited electron states are required to obtain O(M-1) accuracy and the derivations assume that all electron eigenvalues are separated, which for instance excludes conical intersections. This work studies a mean-field molecular dynamics approximation where the mean-field Hamiltonian for the nuclei is the partial trace h := Tr(He-beta H)/Tr(e(-beta H)) with respect to the electron degrees of freedom and H is the Weyl symbol corresponding to a quantum many body Hamiltonian (sic). It is proved that the mean-field molecular dynamics approximates canonical quantum correlation observables with accuracy O(M-1 + t epsilon(2)), for correlation time t where epsilon(2) is related to the variance of mean value approximation h. Furthermore, the proof derives a precise asymptotic representation of the Weyl symbol of the Gibbs density operator using a path integral formulation. Numerical experiments on a model problem with one nuclei and two electron states show that the mean-field dynamics has similar or better accuracy than standard molecular dynamics based on the ground state electron eigenvalue.
引用
收藏
页码:2197 / 2238
页数:42
相关论文
共 50 条
  • [1] Quantum Trajectory Mean-Field Method for Nonadiabatic Dynamics in Photochemistry
    Shen, Lin
    Tang, Diandong
    Xie, Binbin
    Fang, Wei-Hai
    JOURNAL OF PHYSICAL CHEMISTRY A, 2019, 123 (34) : 7337 - 7350
  • [2] Nonlinear effects in quantum dynamics of atom laser: Mean-field approach
    Jing, H
    COMMUNICATIONS IN THEORETICAL PHYSICS, 2002, 38 (02) : 163 - 167
  • [3] Path Integral Molecular Dynamics of Liquid Water in a Mean-Field Particle Reservoir
    Evangelakis, Antonios
    Jand, Sara Panahian
    Delle Site, Luigi
    CHEMISTRYOPEN, 2022, 11 (04)
  • [4] ERGODICITY OF THE UNDERDAMPED MEAN-FIELD LANGEVIN DYNAMICS
    Kazeykina, Anna
    Ren, Zhenjie
    Tan, Xiaolu
    Yang, Junjian
    ANNALS OF APPLIED PROBABILITY, 2024, 34 (03) : 3181 - 3226
  • [5] Anharmonic lattice dynamics from vibrational dynamical mean-field theory
    Shih, Petra
    Berkelbach, Timothy C.
    PHYSICAL REVIEW B, 2022, 106 (14)
  • [6] Mean-field approximation of quantum systems and classical limit
    Graffi, S
    Martinez, A
    Pulvirenti, M
    MATHEMATICAL MODELS & METHODS IN APPLIED SCIENCES, 2003, 13 (01) : 59 - 73
  • [7] Residual Quantum Effects beyond Mean-Field Treatment in Quantum Optics Systems
    Huang, Yue-Xun
    Li, Ming
    Chen, Zi-Jie
    Zhang, Yon-Lei
    Zou, Xu-Bo
    Guo, Guang-Can
    Zou, Chang-Ling
    LASER & PHOTONICS REVIEWS, 2023, 17 (04)
  • [8] ANALYSIS OF MEAN-FIELD APPROXIMATION FOR DEFFUANT OPINION DYNAMICS ON NETWORKS*
    Dubovskaya, Alina
    Fennell, Susan C.
    Burke, Kevin
    Gleeson, James P.
    O'kiely, Doireann
    SIAM JOURNAL ON APPLIED MATHEMATICS, 2023, 83 (02) : 436 - 459
  • [9] DFT-CES2: Quantum Mechanics Based Embedding for Mean-Field QM/MM of Solid-Liquid Interfaces
    Jang, Taehwan
    Shin, Seung-Jae
    Lim, Hyung-Kyu
    Goddard III, William A.
    Kim, Hyungjun
    JACS AU, 2025, 5 (04): : 2047 - 2058
  • [10] NEW MACROECONOMIC MODELING APPROACHES - HIERARCHICAL DYNAMICS AND MEAN-FIELD APPROXIMATION
    AOKI, M
    JOURNAL OF ECONOMIC DYNAMICS & CONTROL, 1994, 18 (3-4) : 865 - 877