Ionic liquid conductivity models by symbolic regression

Key Points

• To identify the mechanisms of ion transport in ionic liquids using analytical models from symbolic regression.
• Utilized symbolic regression to derive models of ionic conductivity.
• Analyzed the relationship between structural characteristics and ion transport mechanisms.
• Identified structural diffusion as the primary mechanism for ion transport in ionic liquids.
• Demonstrated that the derived models effectively describe ionic conductivity behavior.