Preprint Open access
ElectrolyteFM: Unifying Electrolyte Property Prediction through Cross-Property Knowledge Learning
Electrolyte formulation design requires balancing multiple physicochemical properties, yet existing models often focus on a limited subset. Learning each property in isolation can overlook transferable chemical information, whereas indiscriminate sharing can introduce cross-property interference. Our directed transfer …