Ionic liquid conductivity models by symbolic regression

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Authors: Isak Bengtsson, Patrik Johansson
Cited by: 1
References: 54

Abstract

Analytical models found by symbolic regression indicate that a structural diffusion mechanism is responsible for the ion transport in ionic liquids.

Fields of Study & Subjects

Ionic liquids properties and applications Machine Learning in Materials Science Advanced Battery Materials and Technologies

Publication details

Journal / source
Physical Chemistry Chemical Physics
Publisher
Royal Society of Chemistry (RSC)
Volume
28
Issue
6
Pages
3841–3849
Publication date
1 January 2026
Language
EN