Rational electrolyte design for Li-metal batteries operated under extreme conditions: a combined DFT, COSMO-RS, and machine learning study

We developed a computational protocol combining DFT, COSMO-RS, and machine learning to investigate the thermodynamic properties of 190 binary solvent mixtures. This approach demonstrates high potential for guiding electrolyte design.