Rational Electrolytes 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.