Other examples of PIML models include the use of alternative data inputs. In this case, Kohtz et al. showed that a partial charging segment under constant current (corresponding to less than 300 seconds of data) was able to be taken as input for a multi-fidelity battery model with SoH prognostic capabilities . In this work, it was demonstrated that it was possible to estimate the SoH in just minutes by using this hybrid approach.