Bottom-up coarse-graining: Principles and perspectives

J **, AJ Pak, AEP Durumeric, TD Loose… - Journal of chemical …, 2022 - ACS Publications
Large-scale computational molecular models provide scientists a means to investigate the
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 …

Physics-driven coarse-grained model for biomolecular phase separation with near-quantitative accuracy

JA Joseph, A Reinhardt, A Aguirre, PY Chew… - Nature computational …, 2021 - nature.com
Various physics-and data-driven sequence-dependent protein coarse-grained models have
been developed to study biomolecular phase separation and elucidate the dominant …

Machine learning of coarse-grained molecular dynamics force fields

J Wang, S Olsson, C Wehmeyer, A Pérez… - ACS central …, 2019 - ACS Publications
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 …

Computational modeling of realistic cell membranes

SJ Marrink, V Corradi, PCT Souza, HI Ingolfsson… - Chemical …, 2019 - ACS Publications
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 …

A review of advancements in coarse-grained molecular dynamics simulations

SY Joshi, SA Deshmukh - Molecular Simulation, 2021 - Taylor & Francis
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 …

Modeling molecular interactions in water: From pairwise to many-body potential energy functions

GA Cisneros, KT Wikfeldt, L Ojamäe, J Lu… - Chemical …, 2016 - ACS Publications
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 …

Multifaceted computational modeling in glycoscience

S Perez, O Makshakova - Chemical Reviews, 2022 - ACS Publications
Glycoscience assembles all the scientific disciplines involved in studying various molecules
and macromolecules containing carbohydrates and complex glycans. Such an ensemble …

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 …

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 …