作者
Martin Senne, Benjamin Trendelkamp-Schroer, Antonia SJS Mey, Christof Schütte, Frank Noé
发表日期
2012/6/18
期刊
Journal of chemical theory and computation
卷号
8
期号
7
页码范围
2223-2238
出版商
American Chemical Society
简介
The study of folding and conformational changes of macromolecules by molecular dynamics simulations often requires the generation of large amounts of simulation data that are difficult to analyze. Markov (state) models (MSMs) address this challenge by providing a systematic way to decompose the state space of the molecular system into substates and to estimate a transition matrix containing the transition probabilities between these substates. This transition matrix can be analyzed to reveal the metastable, i.e., long-living, states of the system, its slowest relaxation time scales, and transition pathways and rates, e.g., from unfolded to folded, or from dissociated to bound states. Markov models can also be used to calculate spectroscopic data and thus serve as a way to reconcile experimental and simulation data. To reduce the technical burden of constructing, validating, and analyzing such MSMs, we provide the …
引用总数
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学术搜索中的文章
M Senne, B Trendelkamp-Schroer, ASJS Mey… - Journal of chemical theory and computation, 2012