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Updated: Aug 13, 2025

An Analog Macroscopic Technique for Studying Molecular Hydrodynamic Processes in Dense Gases and Liquids
Published on: December 4, 2017
Understanding dynamics in coarse-grained models. I. Universal excess entropy scaling relationship
Jaehyeok Jin1, Kenneth S Schweizer2, Gregory A Voth1
1Department of Chemistry, Chicago Center for Theoretical Chemistry, Institute for Biophysical Dynamics, and James Franck Institute, The University of Chicago, Chicago, Illinois 60637, USA.
Coarse-grained (CG) models maintain universal dynamic scaling relationships with fine-grained (FG) models. Understanding mapping entropy reveals why CG models exhibit accelerated dynamics.
Area of Science:
- Computational chemistry
- Molecular dynamics
- Statistical mechanics
Background:
- Coarse-grained (CG) models simplify complex systems by reducing degrees of freedom, enabling efficient structural sampling.
- Assessing dynamic properties in CG models is challenging due to accelerated dynamics compared to fine-grained (FG) systems.
Purpose of the Study:
- To establish a better correspondence between FG and CG model dynamics.
- To investigate the applicability of excess entropy scaling to compare FG and CG dynamics.
Main Methods:
- Utilized the excess entropy scaling relationship to assess and compare dynamical properties.
- Developed a new theory for calculating excess entropies in FG and CG systems, accounting for entropy representability.
- Applied the methodology to liquid water and methanol systems at both FG and CG resolutions.
Main Results:
- Provided evidence that FG and CG models follow the same universal excess entropy scaling relationship.
- Demonstrated that scaling exponents remain unchanged during the coarse-graining process for water and methanol.
- Showed that the scaling behavior is universal for the same underlying molecular systems.
Conclusions:
- The excess entropy scaling relationship is a valid tool for comparing FG and CG dynamics.
- Coarse-graining preserves the universal dynamic scaling behavior of molecular systems.
- The concept of mapping entropy and missing entropy is crucial for understanding accelerated CG dynamics.
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