From Clustered Motion to Percolation: Unveiling Correlated Lithium Ion Dynamics in Ionic Liquid Mixtures via an Ab Initio Force Field

Understanding the local solvation structure and correlated ion motion in lithium salt/ionic liquid mixtures is critical for designing high-performance electrolytes. Accurately modeling the complex electrostatic environment of these concentrated systems requires explicit treatment of electronic polarization─an effect often inadequately represented by conventional nonpolarizable force fields. Here, we present a first-principles polarizable force field for lithium ions in ionic liquid environments, derived from ab initio Symmetry-Adapted Perturbation Theory (SAPT) calculations. Particular emphasis is placed on the rigorous determination of atomic polarizabilities, especially in systems with small, high-charge-density species such as Li<sup>+</sup>, where standard force fields tend to overestimate short-range induction. The resulting force field accurately predicts lithium diffusion coefficients and ionic conductivities at low Li<sup>+</sup> concentrations, and significantly improves quantum-mechanical cluster interaction energies compared to nonpolarizable force fields. We demonstrate that the local solvation structure in these systems is highly force field dependent, challenging prior assumptions of structural insensitivity. At elevated Li<sup>+</sup> mole fractions, we further uncover correlated ion-motion and clustering behavior that gives rise to a nonmonotonic trend in the lithium transference number: an initial decrease due to Li<sup>+</sup>-anion cluster dynamics, followed by an increase beyond χ<sub>Li<sup>+</sup></sub> ≈ 0.5 associated with the formation of a percolated ionic network. These results provide new physical insight into the interplay between polarization, solvation, and ion transport in concentrated lithium electrolytes, offering valuable guidance for designing high-performance electrolytes with enhanced lithium-ion mobility.

Authors

Institutions

Publication Details

Journal
Journal of Chemical Theory and Computation
Published
2025-12-30
DOI
https://doi.org/10.1021/acs.jctc.5c01679
Primary Topic
Advanced Battery Materials and Technologies
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

From Clustered Motion to Percolation: Unveiling Correlated Lithium Ion Dynamics in Ionic Liquid Mixtures via an Ab Initio Force Field

Son Chang‐Yun, Donguk Shin, Seungwon Jeong
Journal of Chemical Theory and Computation
Advanced Battery Materials and Technologies
article

From Clustered Motion to Percolation: Unveiling Correlated Lithium Ion Dynamics in Ionic Liquid Mixtures via an Ab Initio Force Field

Son Chang‐Yun, Donguk Shin, Seungwon Jeong
article en

Abstract

Understanding the local solvation structure and correlated ion motion in lithium salt/ionic liquid mixtures is critical for designing high-performance electrolytes. Accurately modeling the complex electrostatic environment of these concentrated systems requires explicit treatment of electronic polarization─an effect often inadequately represented by conventional nonpolarizable force fields. Here, we present a first-principles polarizable force field for lithium ions in ionic liquid environments, derived from ab initio Symmetry-Adapted Perturbation Theory (SAPT) calculations. Particular emphasis is placed on the rigorous determination of atomic polarizabilities, especially in systems with small, high-charge-density species such as Li<sup>+</sup>, where standard force fields tend to overestimate short-range induction. The resulting force field accurately predicts lithium diffusion coefficients and ionic conductivities at low Li<sup>+</sup> concentrations, and significantly improves quantum-mechanical cluster interaction energies compared to nonpolarizable force fields. We demonstrate that the local solvation structure in these systems is highly force field dependent, challenging prior assumptions of structural insensitivity. At elevated Li<sup>+</sup> mole fractions, we further uncover correlated ion-motion and clustering behavior that gives rise to a nonmonotonic trend in the lithium transference number: an initial decrease due to Li<sup>+</sup>-anion cluster dynamics, followed by an increase beyond χ<sub>Li<sup>+</sup></sub> ≈ 0.5 associated with the formation of a percolated ionic network. These results provide new physical insight into the interplay between polarization, solvation, and ion transport in concentrated lithium electrolytes, offering valuable guidance for designing high-performance electrolytes with enhanced lithium-ion mobility.

Journal of Chemical Theory and ComputationVol. 22(1)
Pohang University of Science and Technology (KR), Seoul National University (KR)
Openalex Percentile: Top 41%
Advanced Battery Materials and Technologies
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

From Clustered Motion to Percolation: Unveiling Correlated Lithium Ion Dynamics in Ionic Liquid Mixtures via an Ab Initio Force Field — Son Chang‐Yun, Donguk Shin, et al. · Journal of Chemical Theory and Computation (2025) | TGRS Research Map | TGRS