Bottom-up coarse-graining: Principles and perspectives

J Jin, 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 …

[HTML][HTML] 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 …

Systematic coarse-graining methods for soft matter simulations–a review

E Brini, EA Algaer, P Ganguly, C Li… - Soft Matter, 2013 - pubs.rsc.org
Multiscale modelling of soft matter is an emerging field that has made rapid progress in the
past decade. Several methods for systematic coarse-graining of molecular liquids and soft …

Coarse-graining entropy, forces, and structures

JF Rudzinski, WG Noid - The Journal of chemical physics, 2011 - pubs.aip.org
Coarse-grained (CG) models enable highly efficient simulations of complex processes that
cannot be effectively studied with more detailed models. CG models are often parameterized …

Bottom-up coarse-grained models that accurately describe the structure, pressure, and compressibility of molecular liquids

NJH Dunn, WG Noid - The Journal of chemical physics, 2015 - pubs.aip.org
The present work investigates the capability of bottom-up coarse-graining (CG) methods for
accurately modeling both structural and thermodynamic properties of all-atom (AA) models …

[HTML][HTML] Computer simulations of soft matter: Linking the scales

R Potestio, C Peter, K Kremer - Entropy, 2014 - mdpi.com
In the last few decades, computer simulations have become a fundamental tool in the field of
soft matter science, allowing researchers to investigate the properties of a large variety of …

[HTML][HTML] A new one-site coarse-grained model for water: Bottom-up many-body projected water (BUMPer). I. General theory and model

J Jin, Y Han, AJ Pak, GA Voth - The Journal of Chemical Physics, 2021 - pubs.aip.org
A new one-site coarse-grained model for water: Bottom-up many-body projected water (BUMPer).
I. General theory and model | The Journal of Chemical Physics | AIP Publishing Skip to Main …

RNA 3D structure prediction by using a coarse-grained model and experimental data

Z Xia, DR Bell, Y Shi, P Ren - The Journal of Physical Chemistry B, 2013 - ACS Publications
RNAs form complex secondary and three-dimensional structures, and their biological
functions highly rely on their structures and dynamics. Here we developed a general coarse …

Predicting the mobility increase of coarse-grained polymer models from excess entropy differences

GG Rondina, MC Böhm… - Journal of Chemical …, 2020 - ACS Publications
We cast the acceleration of the dynamics of coarse-grained polymer models, or, conversely,
the decrease in monomer friction in terms of excess entropy differences between different …

Transferable force fields from experimental scattering data with machine learning assisted structure refinement

BL Shanks, JJ Potoff, MP Hoepfner - The Journal of Physical …, 2022 - ACS Publications
Deriving transferable pair potentials from experimental neutron and X-ray scattering
measurements has been a longstanding challenge in condensed matter physics. State-of …