Identification of biomolecular conformations from incomplete torsion angle observations by hidden Markov models

We present a novel method for the identification of the most important conformations of a biomolecular system from molecular dynamics or Metropolis Monte Carlo time series by means of Hidden Markov Models (HMMs). We show that identification is possible based on the observation sequences of some esse...

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Publié dans:Journal of computational chemistry. - 1984. - 28(2007), 15 vom: 30. Nov., Seite 2453-64
Auteur principal: Fischer, Alexander (Auteur)
Autres auteurs: Waldhausen, Sonja, Horenko, Illia, Meerbach, Eike, Schütte, Christof
Format: Article
Langue:English
Publié: 2007
Accès à la collection:Journal of computational chemistry
Sujets:Journal Article Research Support, Non-U.S. Gov't Peptides DNA 9007-49-2 Alanine OF5P57N2ZX