Using electrolyte solvent embeddings to guide battery electrolyte discovery
Abstract
Faithful reduced-dimensional solvent representations guide efficient exploration of electrolyte chemical space, accelerating the identification of high-performance solvents for lithium metal batteries.
Fields of Study & Subjects
Machine Learning in Materials Science
Advanced battery technologies research
Electrocatalysts for Energy Conversion
Publication details
- Journal / source
- Molecular Systems Design & Engineering
- Publisher
- Royal Society of Chemistry (RSC)
- Volume
- 11
- Issue
- 5
- Pages
- 422–435
- Publication date
- 1 January 2026
- Language
- EN