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Application of nonlinear dimensionality reduction to characterize the conformational landscape of small peptides
Authors:Hernán Stamati  Cecilia Clementi  Lydia E Kavraki
Institution:1. Department of Computer Science, Rice University, Houston, Texas 77005;2. Department of Chemistry, Rice University, Houston, Texas 77005;3. Structural and Computational Biology and Molecular Biophysics, Baylor College of Medicine, Houston, Texas 77030;4. Department of Bioengineering, Rice University, Houston, Texas 77005
Abstract:
Keywords:nonlinear dimensionality reduction  reaction coordinates  free‐energy landscapes  molecular dynamics simulations  distance measures  Isomap  ScIMAP
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