Microscopic derivation of particle-based coarse-grained dynamics: Exact expression for memory function
- PMID: 28388110
- DOI: 10.1063/1.4978572
Microscopic derivation of particle-based coarse-grained dynamics: Exact expression for memory function
Abstract
We consider the generalized Langevin equations of motion describing exactly the particle-based coarse-grained dynamics in the classical microscopic ensemble that were derived recently within the Mori-Zwanzig formalism based on new projection operators [S. Izvekov, J. Chem. Phys. 138(13), 134106 (2013)]. The fundamental difference between the new family of projection operators and the standard Zwanzig projection operator used in the past to derive the coarse-grained equations of motion is that the new operators average out the explicit irrelevant trajectories leading to the possibility of solving the projected dynamics exactly. We clarify the definition of the projection operators and revisit the formalism to compute the projected dynamics exactly for the microscopic system in equilibrium. The resulting expression for the projected force is in the form of a "generalized additive fluctuating force" describing the departure of the generalized microscopic force associated with the coarse-grained coordinate from its projection. Starting with this key expression, we formulate a new exact formula for the memory function in terms of microscopic and coarse-grained conservative forces. We conclude by studying two independent limiting cases of practical importance: the Markov limit (vanishing correlations of projected force) and the limit of weak dependence of the memory function on the particle momenta. We present computationally affordable expressions which can be efficiently evaluated from standard molecular dynamics simulations.
Similar articles
-
Mori-Zwanzig theory for dissipative forces in coarse-grained dynamics in the Markov limit.Phys Rev E. 2017 Jan;95(1-1):013303. doi: 10.1103/PhysRevE.95.013303. Epub 2017 Jan 17. Phys Rev E. 2017. PMID: 28208451
-
Microscopic derivation of particle-based coarse-grained dynamics.J Chem Phys. 2013 Apr 7;138(13):134106. doi: 10.1063/1.4795091. J Chem Phys. 2013. PMID: 23574207
-
Microscopic derivation of coarse-grained, energy-conserving generalized Langevin dynamics.J Chem Phys. 2019 Sep 14;151(10):104109. doi: 10.1063/1.5096655. J Chem Phys. 2019. PMID: 31521077
-
Mori-Zwanzig projection operator formalism: Generalized Langevin equation dynamics of a classical system perturbed by an external generalized potential and far from equilibrium.Phys Rev E. 2025 Mar;111(3-1):034130. doi: 10.1103/PhysRevE.111.034130. Phys Rev E. 2025. PMID: 40247587
-
Equilibrium distribution functions: connection with microscopic dynamics.Phys Chem Chem Phys. 2022 Mar 16;24(11):6383-6392. doi: 10.1039/d1cp05316g. Phys Chem Chem Phys. 2022. PMID: 35262116 Review.
Cited by
-
Comparison of Friction Parametrization from Dynamics and Material Properties for a Coarse-Grained Polymer Melt.J Phys Chem B. 2023 Aug 10;127(31):7054-7069. doi: 10.1021/acs.jpcb.3c03273. Epub 2023 Jul 31. J Phys Chem B. 2023. PMID: 37523783 Free PMC article.
-
Introducing Memory in Coarse-Grained Molecular Simulations.J Phys Chem B. 2021 May 20;125(19):4931-4954. doi: 10.1021/acs.jpcb.1c01120. Epub 2021 May 13. J Phys Chem B. 2021. PMID: 33982567 Free PMC article.
-
Bottom-up Coarse-Graining: Principles and Perspectives.J Chem Theory Comput. 2022 Oct 11;18(10):5759-5791. doi: 10.1021/acs.jctc.2c00643. Epub 2022 Sep 7. J Chem Theory Comput. 2022. PMID: 36070494 Free PMC article. Review.
-
Thermodynamic Transferability in Coarse-Grained Force Fields Using Graph Neural Networks.J Chem Theory Comput. 2024 Dec 10;20(23):10524-10539. doi: 10.1021/acs.jctc.4c00788. Epub 2024 Nov 23. J Chem Theory Comput. 2024. PMID: 39579131 Free PMC article.
-
Dynamically consistent coarse-grain simulation model of chemically specific polymer melts via friction parameterization.J Chem Phys. 2021 Feb 28;154(8):084114. doi: 10.1063/5.0034910. J Chem Phys. 2021. PMID: 33639746 Free PMC article.
LinkOut - more resources
Full Text Sources
Other Literature Sources
Miscellaneous