Multiscale coarse-graining of monosaccharides
A systematic multiscale coarse-graining (MS-CG) algorithm is applied to build coarse-
grained models for monosaccharides in aqueous solution. The methodology is …
grained models for monosaccharides in aqueous solution. The methodology is …
On coarse-graining by the inverse monte carlo method: Dissipative particle dynamics simulations made to a precise tool in soft matter modeling
AP Lyubartsev, M Karttunen, I Vattulainen… - Soft …, 2002 - Taylor & Francis
We present a promising coarse-graining strategy for linking micro-and mesoscales of soft
matter systems. The approach is based on effective pairwise interaction potentials obtained …
matter systems. The approach is based on effective pairwise interaction potentials obtained …
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 …
[HTML][HTML] Incorporation of memory effects in coarse-grained modeling via the Mori-Zwanzig formalism
The Mori-Zwanzig formalism for coarse-graining a complex dynamical system typically
introduces memory effects. The Markovian assumption of delta-correlated fluctuating forces …
introduces memory effects. The Markovian assumption of delta-correlated fluctuating forces …
Coarse-Grained Modeling Using Neural Networks Trained on Structural Data
M Ivanov, M Posysoev… - Journal of Chemical Theory …, 2023 - ACS Publications
We propose a method of bottom-up coarse-graining, in which interactions within a coarse-
grained model are determined by an artificial neural network trained on structural data …
grained model are determined by an artificial neural network trained on structural data …
Coarse-grained molecular dynamics: Nonlinear finite elements and finite temperature
RE Rudd, JQ Broughton - Physical Review B—Condensed Matter and …, 2005 - APS
Coarse-grained molecular dynamics (CGMD) is a technique developed as a concurrent
multiscale model that couples conventional molecular dynamics (MD) to a more coarse …
multiscale model that couples conventional molecular dynamics (MD) to a more coarse …
MagiC: Software package for multiscale modeling
A Mirzoev, AP Lyubartsev - Journal of chemical theory and …, 2013 - ACS Publications
We present software package MagiC, which is designed to perform systematic structure-
based coarse graining of molecular models. The effective pairwise potentials between …
based coarse graining of molecular models. The effective pairwise potentials between …
Multigraining: an algorithm for simultaneous fine-grained and coarse-grained simulation of molecular systems
M Christen, WF van Gunsteren - The Journal of chemical physics, 2006 - pubs.aip.org
A method to combine fine-grained and coarse-grained simulations is presented. The coarse-
grained particles are described as virtual particles defined by the underlying fine-grained …
grained particles are described as virtual particles defined by the underlying fine-grained …
Dynamics of an inhomogeneously coarse grained multiscale system
S Curtarolo, G Ceder - Physical Review Letters, 2002 - APS
To study material phenomena simultaneously at various length scales, descriptions in which
matter can be coarse grained to arbitrary levels are necessary. Attempts to do this in the …
matter can be coarse grained to arbitrary levels are necessary. Attempts to do this in the …
Microscopic derivation of discrete hydrodynamics
By using the standard theory of coarse graining based on Zwanzig's projection operator, we
derive the dynamic equations for discrete hydrodynamic variables. These hydrodynamic …
derive the dynamic equations for discrete hydrodynamic variables. These hydrodynamic …