Self-Consistent Scheme Combining MD and Order-N DFT Methods: An Improved Set of Nonpolarizable Force Fields for Ionic
Yoshiki Ishii1, Nobuyuki Matubayasi1,2
1Division of Chemical Engineering, Graduate School of Engineering Science , Osaka University , Toyonaka , Osaka 560-8531 , Japan.
This study refines nonpolarizable force fields for ionic liquids using molecular dynamics (MD) and density functional theory (DFT). The new method improves predictions of ionic liquid transport properties like conductivity and viscosity.
Area of Science:
- Computational Chemistry
- Materials Science
- Physical Chemistry
Background:
- Nonpolarizable force fields are crucial for simulating ionic liquids.
- Accurate atomic charges are essential for reliable force field performance.
- Existing methods may not fully capture many-body charge transfer effects.
Purpose of the Study:
- To develop and validate a self-consistent scheme combining molecular dynamics (MD) and density functional theory (DFT) for tuning nonpolarizable force fields.
- To investigate the impact of DFT-derived atomic charges on energetic and transport properties of ionic liquids.
- To assess the performance of the refined force fields for imidazolium-, pyrrolidinium-, and ammonium-based ionic liquids.
Main Methods:
- A self-consistent scheme integrating MD simulations with order-N DFT calculations.
- Determination of atomic charges using the entire MD cell for DFT, accounting for many-body effects.
- Application to various ionic liquid compositions (imidazolium, pyrrolidinium, ammonium).
Main Results:
- DFT-derived charges show greater variation with ionic liquid composition than thermodynamic conditions.
- The refined force fields significantly improve predictions of transport properties (self-diffusion, conductivity, viscosity).
- Weakened inter-ionic interactions due to effective charges enhance fluidity and correct overly slow dynamics.
Conclusions:
- The MD-DFT self-consistent scheme provides an effective alternative to explicitly many-body models for ionic liquids.
- This approach enhances the accuracy of nonpolarizable force fields, particularly for transport properties.
- The method offers a robust way to describe the condensed-phase behavior of ionic liquids.
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