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Position-dependent diffusion coefficients and free energies from Bayesian analysis of equilibrium and replica molecular dynamics simulations

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Hummer, Gerhard·2005·New Journal of Physics

Abstract

Bayesian inference is used to obtain self-consistent estimates of free energies and position-dependent diffusion coefficients along complex reaction coordinates from molecular dynamics simulation trajectories. Effectively, exact solutions for the dynamics of a diffusive model are matched globally to the observed molecular dynamics data. The approach is first tested for a simple one-dimensional diffusion model, and then applied to the dihedral-angle dynamics of a peptide fragment dissolved in water. Both long equilibrium molecular dynamics simulations and short, appropriately initialized, replica simulations are used to sample the short-time dynamics of the peptide–water system. In both cases, accurate estimates of free energies and diffusion coefficients are obtained.

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Metadata

Authors
Hummer, G.
Venue
New Journal of Physics
Published
2005-02-01
Volume
7
Pages
34-34
ISSN
1367-2630 (ISSN-L)
OpenAlex
W2011189520
Cited by
527
References
24
FWCI
5.38
Type
journal article
Language
en
Open access
gold

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CoChat. (2026). Citation check: Position-dependent diffusion coefficients and free energies from Bayesian analysis of equilibrium and replica molecular dynamics simulations. https://app.cochat.ai/papers/10.1088/1367-2630/7/1/034
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Hummer, G. (2005). Position-dependent diffusion coefficients and free energies from Bayesian analysis of equilibrium and replica molecular dynamics simulations. New Journal of Physics. https://doi.org/10.1088/1367-2630/7/1/034

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