2 papers
cs.LG2026
PhyMamba: Physics-Modulated Mamba for Robust Battery Health Prognostics
Sara Sameer, Yunyi Zhao, Wei Zhang +4
Battery health prognostics is a core function in battery management systems (BMSs), yet long-horizon health forecasting from BMS signals remains challenging due to operating-condit…
cs.LG2024
Practical Battery Health Monitoring using Uncertainty-Aware Bayesian Neural Network
Yunyi Zhao, Zhang Wei, Qingyu Yan +3
Battery health monitoring and prediction are critically important in the era of electric mobility with a huge impact on safety, sustainability, and economic aspects. Existing resea…