Microscopic derivation of particle-based coarse-grained dynamics

S Izvekov - The Journal of chemical physics, 2013 - pubs.aip.org
In this paper we revisit the derivation of equations of motion for coarse-grained (CG)
particles from the microscopic Hamiltonian dynamics of the underlying atomistic system in …

Microscopic derivation of particle-based coarse-grained dynamics: Exact expression for memory function

S Izvekov - The Journal of chemical physics, 2017 - pubs.aip.org
We consider the generalized Langevin equations of motion describing exactly the particle-
based coarse-grained dynamics in the classical microscopic ensemble that were derived …

A mori–zwanzig dissipative particle dynamics approach for anisotropic coarse grained molecular dynamics

KC Chan, Z Li, W Wenzel - Journal of Chemical Theory and …, 2023 - ACS Publications
Coarse grained (CG) molecular dynamics simulations are widely used to accelerate
atomistic simulations but generally lack a formalism to preserve the dynamics of the system …

[HTML][HTML] Incorporation of memory effects in coarse-grained modeling via the Mori-Zwanzig formalism

Z Li, X Bian, X Li, GE Karniadakis - The Journal of chemical physics, 2015 - pubs.aip.org
The Mori-Zwanzig formalism for coarse-graining a complex dynamical system typically
introduces memory effects. The Markovian assumption of delta-correlated fluctuating forces …

Dynamic coarse-graining of linear and non-linear systems: Mori–Zwanzig formalism and beyond

B Jung, G Jung - The Journal of Chemical Physics, 2023 - pubs.aip.org
To investigate the impact of non-linear interactions on dynamic coarse graining, we study a
simplified model system featuring a tracer particle in a complex environment. Using a …

Introducing memory in coarse-grained molecular simulations

V Klippenstein, M Tripathy, G Jung… - The Journal of …, 2021 - ACS Publications
Preserving the correct dynamics at the coarse-grained (CG) level is a pressing problem in
the development of systematic CG models in soft matter simulation. Starting from the seminal …

Bottom-up approach to represent dynamic properties in coarse-grained molecular simulations

G Deichmann, NFA van der Vegt - The Journal of Chemical Physics, 2018 - pubs.aip.org
Several molecular coarse-graining methods have been proposed in recent years to derive
chemical-and state-point transferable force fields. While these force fields describe structural …

Mori-Zwanzig theory for dissipative forces in coarse-grained dynamics in the Markov limit

S Izvekov - Physical Review E, 2017 - APS
We derive alternative Markov approximations for the projected (stochastic) force and
memory function in the coarse-grained (CG) generalized Langevin equation, which …

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 …

[HTML][HTML] Dynamical coarse-grained models of molecular liquids and their ideal and non-ideal mixtures

M Tripathy, V Klippenstein… - The Journal of Chemical …, 2023 - pubs.aip.org
Coarse-grained (CG) simulation models of condensed-phase systems can be derived with
well-established methods that perform coarse-graining in space and provide an effective …