Fighting the curse of dimensionality in first-principles semiclassical calculations: Non-local reference states for large number of dimensions

被引:43
作者
Ceotto, Michele [1 ]
Tantardini, Gian Franco [1 ,2 ]
Aspuru-Guzik, Alan [3 ]
机构
[1] Univ Milan, Dipartimento Chim Fis Elettrochim, I-20133 Milan, Italy
[2] Ist CNR Sci & Tecnol Mol, I-20133 Milan, Italy
[3] Harvard Univ, Dept Chem & Chem Biol, Cambridge, MA 02138 USA
关键词
INITIAL-VALUE REPRESENTATION; THERMAL RATE CONSTANTS; SELF-CONSISTENT-FIELD; MOLECULAR-DYNAMICS; PATH-INTEGRALS; ENERGY; MATRIX; APPROXIMATION; IMPLEMENTATION; FORMULATION;
D O I
10.1063/1.3664731
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Semiclassical methods face numerical challenges as the dimensionality of the system increases. In the general context of the theory of differential equations, this is known as the "curse of dimensionality." In the present manuscript, we apply the recently-introduced multi-coherent states semiclassical initial value representation (MC-SC-IVR) approach to extend the applicability of first-principles semiclassical calculations. The proposed strategy involves the use of non-local coherent states with the goal of increasing accuracy in the Fourier transforms, and on the other hand, allows for the selection of peaks of different frequencies. The ability to filter desired peaks is important for analyzing the power spectra of complex systems. The MC-SC-IVR approach allows us to solve a 19-dimensional test system and to resolve on-the-fly the power spectra of the formaldehyde molecule with very few classical trajectories. (C) 2011 American Institute of Physics. [doi:10.1063/1.3664731]
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收藏
页数:11
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