arxivcs.LGeess.SY2026-07-18
Bridging battery design and health assessment through virtual sensing and physics-informed learning
Wendi Guo, Søren Byg Vilsen, Daniel Ioan Stroe, Yaqi Li, Yicun Huang, Ashima Verma, et al.
Supercharging of lithium-ion batteries (LiBs) requires robust health monitoring to ensure durability, safety, and user confidence, particularly for emerging vehicle-to-grid applications with bidirectional energy flows. Yet battery management remains largely disconnected from the…