Entropy 2014, 16(1), 350-376; doi:10.3390/e16010350
Article

Characterization of Rare Events in Molecular Dynamics

1,* email, 1email, 1email, 1email and 1,2email
Received: 13 September 2013; in revised form: 8 October 2013 / Accepted: 22 November 2013 / Published: 30 December 2013
(This article belongs to the Special Issue Molecular Dynamics Simulation)
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
Abstract: A good deal of molecular dynamics simulations aims at predicting and quantifying rare events, such as the folding of a protein or a phase transition. Simulating rare events is often prohibitive, especially if the equations of motion are high-dimensional, as is the case in molecular dynamics. Various algorithms have been proposed for efficiently computing mean first passage times, transition rates or reaction pathways. This article surveys and discusses recent developments in the field of rare event simulation and outlines a new approach that combines ideas from optimal control and statistical mechanics. The optimal control approach described in detail resembles the use of Jarzynski’s equality for free energy calculations, but with an optimized protocol that speeds up the sampling, while (theoretically) giving variance-free estimators of the rare events statistics. We illustrate the new approach with two numerical examples and discuss its relation to existing methods.
Keywords: rare events; molecular dynamics; optimal pathways; stochastic control; dynamic programming; change of measure; cumulant generating function
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MDPI and ACS Style

Hartmann, C.; Banisch, R.; Sarich, M.; Badowski, T.; Schütte, C. Characterization of Rare Events in Molecular Dynamics. Entropy 2014, 16, 350-376.

AMA Style

Hartmann C, Banisch R, Sarich M, Badowski T, Schütte C. Characterization of Rare Events in Molecular Dynamics. Entropy. 2014; 16(1):350-376.

Chicago/Turabian Style

Hartmann, Carsten; Banisch, Ralf; Sarich, Marco; Badowski, Tomasz; Schütte, Christof. 2014. "Characterization of Rare Events in Molecular Dynamics." Entropy 16, no. 1: 350-376.


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