Mathematical modeling of lithium-ion batteries (LiBs) is a central challenge in advanced battery management. This paper presents a new approach to integrate a physics-based model with machine learning ...

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Accurate quantitative diagnosis of early internal short circuit (ISC) can provide an important indication for thermal runaway (TR) in lithium-ion batteries (LIBs). However, both electrical and thermal ...