Reliable Approximation of Long Relaxation Timescales in Molecular Dynamics

被引:6
|
作者
Zhang, Wei [1 ]
Schuette, Christof [1 ,2 ]
机构
[1] Free Univ Berlin, Inst Math, Arnimallee 6, D-14195 Berlin, Germany
[2] Zuse Inst Berlin, Takustr 7, D-14195 Berlin, Germany
来源
ENTROPY | 2017年 / 19卷 / 07期
关键词
molecular dynamics; eigenproblem; effective dynamics; Galerkin method; variational approach; Markov state model; reaction coordinate; MARKOV STATE MODELS; FREE-ENERGY; VARIATIONAL APPROACH; MULTISCALE SYSTEMS; EQUATION-FREE; MONTE-CARLO; RARE EVENTS; COMPUTATION; DISTRIBUTIONS; SIMULATIONS;
D O I
10.3390/e19070367
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
Many interesting rare events in molecular systems, like ligand association, protein folding or conformational changes, occur on timescales that often are not accessible by direct numerical simulation. Therefore, rare event approximation approaches like interface sampling, Markov state model building, or advanced reaction coordinate-based free energy estimation have attracted huge attention recently. In this article we analyze the reliability of such approaches. How precise is an estimate of long relaxation timescales of molecular systems resulting from various forms of rare event approximation methods? Our results give a theoretical answer to this question by relating it with the transfer operator approach to molecular dynamics. By doing so we also allow for understanding deep connections between the different approaches.
引用
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页数:20
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