PVDF-based solid polymer electrolytes for lithium-ion batteries: strategies in composites, blends, dielectric engineering, and machine learning approaches

This review highlights recent progress in PVDF-based solid polymer electrolytes for Li-ion batteries, focusing on composites, blends, dielectric engineering, and the emerging role of machine learning in optimizing advanced energy storage devices.