Unraveling the origin of reductive stability of super-concentrated electrolytes from first principles and unsupervised machine learning
Feng Wang, Jun Cheng
Abstract
and favors LiF precipitation, together leading to effective formation of protective SEI layers. Our work provides new insights into the solvation structures and electrochemistry of concentrated electrolytes which are essential to electrolyte design in batteries.
Topics & Concepts
Stability (learning theory)ElectrolyteUnsupervised learningArtificial intelligenceComputer scienceChemistryMachine learningPhysical chemistryElectrodeAdvanced Battery Materials and TechnologiesSolid-state spectroscopy and crystallographyMachine Learning in Materials Science