Coarse-graining methods for computational biology
MG Saunders, GA Voth - Annual review of biophysics, 2013 - annualreviews.org
Connecting the molecular world to biology requires understanding how molecular-scale
dynamics propagate upward in scale to define the function of biological structures. To …
dynamics propagate upward in scale to define the function of biological structures. To …
Bottom-up coarse-graining: Principles and perspectives
Large-scale computational molecular models provide scientists a means to investigate the
effect of microscopic details on emergent mesoscopic behavior. Elucidating the relationship …
effect of microscopic details on emergent mesoscopic behavior. Elucidating the relationship …
Two for one: Diffusion models and force fields for coarse-grained molecular dynamics
Coarse-grained (CG) molecular dynamics enables the study of biological processes at
temporal and spatial scales that would be intractable at an atomistic resolution. However …
temporal and spatial scales that would be intractable at an atomistic resolution. However …
The power of coarse graining in biomolecular simulations
HI Ingólfsson, CA Lopez, JJ Uusitalo… - Wiley …, 2014 - Wiley Online Library
Computational modeling of biological systems is challenging because of the multitude of
spatial and temporal scales involved. Replacing atomistic detail with lower resolution …
spatial and temporal scales involved. Replacing atomistic detail with lower resolution …
Coarse-grained molecular simulations of large biomolecules
S Takada - Current opinion in structural biology, 2012 - Elsevier
Recently, we saw a dramatic increase in the number of researches that rely on coarse-
grained (CG) simulations for large biomolecules. Here, first, we briefly describe recently …
grained (CG) simulations for large biomolecules. Here, first, we briefly describe recently …
Recent advances in coarse-grained models for biomolecules and their applications
N Singh, W Li - International journal of molecular sciences, 2019 - mdpi.com
Molecular dynamics simulations have emerged as a powerful tool to study biological
systems at varied length and timescales. The conventional all-atom molecular dynamics …
systems at varied length and timescales. The conventional all-atom molecular dynamics …
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 …
grained (CG) models provide significant computational and conceptual advantages with …
Advances in coarse-grained modeling of macromolecular complexes
Highlights•Coarse-grained models are reduced representations of all-atom models that aim
to retain the essential molecular aspects for the system of interest.•Coarse-grained …
to retain the essential molecular aspects for the system of interest.•Coarse-grained …
Coarse-grained (multiscale) simulations in studies of biophysical and chemical systems
SCL Kamerlin, S Vicatos, A Dryga… - Annual review of …, 2011 - annualreviews.org
Recent years have witnessed an explosion in computational power, leading to attempts to
model ever more complex systems. Nevertheless, there remain cases for which the use of …
model ever more complex systems. Nevertheless, there remain cases for which the use of …
A systematic methodology for defining coarse-grained sites in large biomolecules
Z Zhang, L Lu, WG Noid, V Krishna, J Pfaendtner… - Biophysical journal, 2008 - cell.com
Coarse-grained (CG) models of biomolecules have recently attracted considerable interest
because they enable the simulation of complex biological systems on length-scales and …
because they enable the simulation of complex biological systems on length-scales and …