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 …
Perspective: Advances, challenges, and insight for predictive coarse-grained models
WG Noid - The Journal of Physical Chemistry B, 2023 - ACS Publications
By averaging over atomic details, coarse-grained (CG) models provide profound
computational and conceptual advantages for studying soft materials. In particular, bottom …
computational and conceptual advantages for studying soft materials. In particular, bottom …
Physics-driven coarse-grained model for biomolecular phase separation with near-quantitative accuracy
Various physics-and data-driven sequence-dependent protein coarse-grained models have
been developed to study biomolecular phase separation and elucidate the dominant …
been developed to study biomolecular phase separation and elucidate the dominant …
Machine learning of coarse-grained molecular dynamics force fields
Atomistic or ab initio molecular dynamics simulations are widely used to predict
thermodynamics and kinetics and relate them to molecular structure. A common approach to …
thermodynamics and kinetics and relate them to molecular structure. A common approach to …
Computational modeling of realistic cell membranes
Cell membranes contain a large variety of lipid types and are crowded with proteins,
endowing them with the plasticity needed to fulfill their key roles in cell functioning. The …
endowing them with the plasticity needed to fulfill their key roles in cell functioning. The …
A review of advancements in coarse-grained molecular dynamics simulations
Over the last few years, coarse-grained molecular dynamics has emerged as a way to model
large and complex systems in an efficient and inexpensive manner due to its lowered …
large and complex systems in an efficient and inexpensive manner due to its lowered …
Modeling molecular interactions in water: From pairwise to many-body potential energy functions
Almost 50 years have passed from the first computer simulations of water, and a large
number of molecular models have been proposed since then to elucidate the unique …
number of molecular models have been proposed since then to elucidate the unique …
Multifaceted computational modeling in glycoscience
Glycoscience assembles all the scientific disciplines involved in studying various molecules
and macromolecules containing carbohydrates and complex glycans. Such an ensemble …
and macromolecules containing carbohydrates and complex glycans. Such an ensemble …
The power of coarse graining in biomolecular simulations
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 …
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 …