34 citations · 34 across the 4 of their papers we have counts for
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cs.LG2026
Bridging battery design and health assessment through virtual sensing and physics-informed learning
Wendi Guo, Søren Byg Vilsen, Daniel Ioan Stroe +4
Supercharging of lithium-ion batteries (LiBs) requires robust health monitoring to ensure durability, safety, and user confidence, particularly for emerging vehicle-to-grid applica…
cs.LG2023★ 34 cited
MINN: Learning the dynamics of differential-algebraic equations and application to battery modeling
Yicun Huang, Changfu Zou, Yang Li +1
The concept of integrating physics-based and data-driven approaches has become popular for modeling sustainable energy systems. However, the existing literature mainly focuses on t…