Using Drude Oscillators to Capture Ion Solvation in Generic Coarse-Grained Molecular Dynamics Simulations of Polymer Electrolytes

Generic bead–spring models with Lennard–Jones interactions are commonly used to study uncharged polymeric materials. However, incorporating ions into polymer systems requires additional model features to address their long-ranged Coulomb interactions and their interactions with polarizable polymers. This study integrates the Drude oscillator model into coarse-grained molecular dynamics simulations to capture features of ion solvation in polymers. Specifically, we treat coarse-grained beads as polarizable entities with internal dipoles; each bead contains a Drude core bonded with a stiff spring to an oppositely charged Drude particle that does not leave the Lennard−Jones diameter of the core. We first demonstrate the feasibility of this approach in simulations of neat polymers, exploring dielectric constants ranging from 2 to 12. To manage strong local interactions in high-polarizability systems with ions, we propose combining this approach with implicit strategies such as adjusting the background dielectric constant and scaling down ion charges. By combining these explicit and implicit methods, we can gain control over structural features like ion clustering and peak heights in radial distribution functions, enhancing our ability to model features of ion solvation and dielectric response in polymer systems.

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Publication Details

Journal
Macromolecules
Published
2024-12-26
DOI
https://doi.org/10.1021/acs.macromol.4c02082
Citations
4
Primary Topic
Material Dynamics and Properties
Type
article
Field-Weighted Citation Impact
0.47

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article

Using Drude Oscillators to Capture Ion Solvation in Generic Coarse-Grained Molecular Dynamics Simulations of Polymer Electrolytes

Lisa M. Hall, Mengdi Fan
4 citations
Macromolecules
Material Dynamics and Properties
0.47
article

Using Drude Oscillators to Capture Ion Solvation in Generic Coarse-Grained Molecular Dynamics Simulations of Polymer Electrolytes

Lisa M. Hall, Mengdi Fan
article en
4 citations

Abstract

Generic bead–spring models with Lennard–Jones interactions are commonly used to study uncharged polymeric materials. However, incorporating ions into polymer systems requires additional model features to address their long-ranged Coulomb interactions and their interactions with polarizable polymers. This study integrates the Drude oscillator model into coarse-grained molecular dynamics simulations to capture features of ion solvation in polymers. Specifically, we treat coarse-grained beads as polarizable entities with internal dipoles; each bead contains a Drude core bonded with a stiff spring to an oppositely charged Drude particle that does not leave the Lennard−Jones diameter of the core. We first demonstrate the feasibility of this approach in simulations of neat polymers, exploring dielectric constants ranging from 2 to 12. To manage strong local interactions in high-polarizability systems with ions, we propose combining this approach with implicit strategies such as adjusting the background dielectric constant and scaling down ion charges. By combining these explicit and implicit methods, we can gain control over structural features like ion clustering and peak heights in radial distribution functions, enhancing our ability to model features of ion solvation and dielectric response in polymer systems.

MacromoleculesVol. 58(1)
The Ohio State University (US)
Basic Energy Sciences
Openalex Percentile: Top 37%
Material Dynamics and Properties
0.47
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Using Drude Oscillators to Capture Ion Solvation in Generic Coarse-Grained Molecular Dynamics Simulations of Polymer Electrolytes — Lisa M. Hall, Mengdi Fan · Macromolecules (2024) | TGRS Research Map | TGRS