Highly coarse-grained polarisable water models for mesoscopic simulations
Michael A. Seaton, Benjamin T. Speake, Ilian T. Todorov

TL;DR
This paper introduces a novel coarse-grained polar water model for mesoscopic simulations, enabling better representation of dielectric properties and comparison with atomistic models like TIP3P.
Contribution
It provides a new polar coarse-grained water model and a framework to evaluate its performance against atomistic references.
Findings
The polar model accurately reproduces dielectric properties of water.
Comparison shows the model's effectiveness in simulating electrolytes and membranes.
The approach justifies the coarse-graining level for polar solvents.
Abstract
Modelling micro- and meso-scopic scale thermodynamic and transport properties of soft condensed matter hinges upon its representation. This is especially relevant for polar solvents such as water, since these require effective representation of their dielectric nature as driven by molecular charge distributions and molecular network structuring. The dielectric nature of a medium leads to complex phenomena such as local polarisability response and restructuring near interfaces in reaction to changes in local charge distributions. Inclusion of such phenomena when using larger-than-atomistic techniques such as coarse-grained molecular dynamics (CG-MD) and dissipative particle dynamics (DPD) is still an open question, to which we provide a novel way to consider and justify the necessary and suitable coarse-graining level, enabling us to compare new polar CG models' performance against that…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
