Markov state models: From an art to a science
Markov state models (MSMs) are a powerful framework for analyzing dynamical systems,
such as molecular dynamics (MD) simulations, that have gained widespread use over the …
such as molecular dynamics (MD) simulations, that have gained widespread use over the …
The protein folding problem
The “protein folding problem” consists of three closely related puzzles:(a) What is the folding
code?(b) What is the folding mechanism?(c) Can we predict the native structure of a protein …
code?(b) What is the folding mechanism?(c) Can we predict the native structure of a protein …
Markov models of molecular kinetics: Generation and validation
Markov state models of molecular kinetics (MSMs), in which the long-time statistical
dynamics of a molecule is approximated by a Markov chain on a discrete partition of …
dynamics of a molecule is approximated by a Markov chain on a discrete partition of …
The GROMOS software for biomolecular simulation: GROMOS05
M Christen, PH Hünenberger… - Journal of …, 2005 - Wiley Online Library
We present the latest version of the Groningen Molecular Simulation program package,
GROMOS05. It has been developed for the dynamical modelling of (bio) molecules using …
GROMOS05. It has been developed for the dynamical modelling of (bio) molecules using …
Automatic discovery of metastable states for the construction of Markov models of macromolecular conformational dynamics
To meet the challenge of modeling the conformational dynamics of biological
macromolecules over long time scales, much recent effort has been devoted to constructing …
macromolecules over long time scales, much recent effort has been devoted to constructing …
Information bottleneck approach for Markov model construction
Markov state models (MSMs) have proven valuable in studying the dynamics of protein
conformational changes via statistical analysis of molecular dynamics simulations. In MSMs …
conformational changes via statistical analysis of molecular dynamics simulations. In MSMs …
Describing protein folding kinetics by molecular dynamics simulations. 1. Theory
A rigorous formalism for the extraction of state-to-state transition functions from a Boltzmann-
weighted ensemble of microcanonical molecular dynamics simulations has been developed …
weighted ensemble of microcanonical molecular dynamics simulations has been developed …
Coarse master equations for peptide folding dynamics
We construct coarse master equations for peptide folding dynamics from atomistic molecular
dynamics simulations. A maximum-likelihood propagator-based method allows us to extract …
dynamics simulations. A maximum-likelihood propagator-based method allows us to extract …
UMAP as a dimensionality reduction tool for molecular dynamics simulations of biomacromolecules: a comparison study
Proteins are the molecular machines of life. The multitude of possible conformations that
proteins can adopt determines their free-energy landscapes. However, the inherently high …
proteins can adopt determines their free-energy landscapes. However, the inherently high …
Transition networks for modeling the kinetics of conformational change in macromolecules
F Noé, S Fischer - Current opinion in structural biology, 2008 - Elsevier
The kinetics and thermodynamics of complex transitions in biomolecules can be modeled in
terms of a network of transitions between the relevant conformational substates. Such a …
terms of a network of transitions between the relevant conformational substates. Such a …