To explore the potential of ionic liquids by expanding their chemical space using advanced techniques.
Utilized conditional variational autoencoders to model the chemical properties of ionic liquids.
Analyzed different configurations and compounds to assess their potential as solvents and catalysts.
Demonstrated a significant increase in chemical space available for ionic liquids.
Identified new candidates for application in batteries and other fields.
Abstract
Ionic liquids (ILs) are salts set apart by their low melting points and can act as highly tuneable solvents with broad application potential, for example as catalysts, in batteries, and...