Perspective: Coarse-grained models for biomolecular systems

WG Noid - The Journal of chemical physics, 2013 - pubs.aip.org
By focusing on essential features, while averaging over less important details, coarse-
grained (CG) models provide significant computational and conceptual advantages with …

Coarse-grained models of protein folding: toy models or predictive tools?

C Clementi - Current opinion in structural biology, 2008 - Elsevier
Coarse-grained models are emerging as a practical alternative to all-atom simulations for
the characterization of protein folding mechanisms over long time scales. While a decade …

Machine learning coarse-grained potentials of protein thermodynamics

M Majewski, A Pérez, P Thölke, S Doerr… - Nature …, 2023 - nature.com
A generalized understanding of protein dynamics is an unsolved scientific problem, the
solution of which is critical to the interpretation of the structure-function relationships that …

Flow-matching: Efficient coarse-graining of molecular dynamics without forces

J Kohler, Y Chen, A Kramer, C Clementi… - Journal of Chemical …, 2023 - ACS Publications
Coarse-grained (CG) molecular simulations have become a standard tool to study molecular
processes on time and length scales inaccessible to all-atom simulations. Parametrizing CG …

The MARTINI coarse-grained force field: extension to proteins

L Monticelli, SK Kandasamy, X Periole… - Journal of chemical …, 2008 - ACS Publications
Many biologically interesting phenomena occur on a time scale that is too long to be studied
by atomistic simulations. These phenomena include the dynamics of large proteins and self …

[图书][B] Coarse-graining of condensed phase and biomolecular systems

GA Voth - 2008 - taylorfrancis.com
Exploring recent developments in the field, Coarse-Graining of Condensed Phase and
Biomolecular Systems examines systematic ways of constructing coarse-grained …

Determination of reaction coordinates via locally scaled diffusion map

MA Rohrdanz, W Zheng, M Maggioni… - The Journal of chemical …, 2011 - pubs.aip.org
We present a multiscale method for the determination of collective reaction coordinates for
macromolecular dynamics based on two recently developed mathematical techniques …

Localizing frustration in native proteins and protein assemblies

DU Ferreiro, JA Hegler, EA Komives… - Proceedings of the …, 2007 - National Acad Sciences
We propose a method of quantifying the degree of frustration manifested by spatially local
interactions in protein biomolecules. This method of localization smoothly generalizes the …

Low-dimensional, free-energy landscapes of protein-folding reactions by nonlinear dimensionality reduction

P Das, M Moll, H Stamati, LE Kavraki… - Proceedings of the …, 2006 - National Acad Sciences
The definition of reaction coordinates for the characterization of a protein-folding reaction
has long been a controversial issue, even for the “simple” case in which one single free …

The experimental survey of protein-folding energy landscapes

M Oliveberg, PG Wolynes - Quarterly reviews of biophysics, 2005 - cambridge.org
1. Introduction 22. The macroscopic and microscopic views of protein folding 22.1 The
macroscopic view: the experimental folding free-energy profile 22.2 The microscopic view …