Guo-Qing Sun

Physics-Informed Mamba Network for Perturbation-Robust State of Health Estimation of Lithium-Ion Batteries

Accurate state-of-health (SOH) estimation is essential for the safe and reliable operation of lithium-ion battery management systems. However, data-driven models may be sensitive to local fluctuations in input health features, resulting in unstable prediction trajectories under random perturbations. To address this i...