most citedOn-site estimation of battery electrochemical parameters via transfer learning based physics-informed neural network approach

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cs.LG2025★ 6 cited

On-site estimation of battery electrochemical parameters via transfer learning based physics-informed neural network approach

Josu Yeregui, Iker Lopetegi, Sergio Fernandez +2

This paper presents a novel physical parameter estimation framework for on-site model characterization, using a two-phase modelling strategy with Physics-Informed Neural Networks (…