Liping Chen

Physics-guided learning framework based on a fractional single-particle model for battery state-of-health prediction

Accurate prediction of lithium-ion battery capacity degradation is crucial for ensuring safe and reliable energy storage systems. Traditional data-driven methods often lack physical interpretability, while existing physics-informed approaches typically rely on simplified integer-...