Unlocking the potential of potassium-ion batteries: anode material mechanisms, challenges, and future directions

, conjugated polymers, carbonyl compounds). Furthermore, it highlights multi-scale optimization strategies proposed to mitigate the intrinsic limitations of each material category. This work establishes a material design framework and technical roadmap for advancing cost-effective potassium-ion battery technologies, thereby supporting sustainable development in renewable energy storage and electric transportation.