Ashima Kalathingal

University of Warwick

Gibbet Hill Rd.

Coventry, CV4 8UW

United Kingdom

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Physics-Informed Machine Learning for Battery Heat Generation Estimation and Temperature Prediction with Minimal Experimentation

Number of pages: 16 Posted: 05 Mar 2026 Last Revised: 11 Jun 2026

Ashima Kalathingal, Jishnu Ayyangatu Kuzhiyil, Thomas Grandjean, Truong Dinh and Mona Faraji Niri

University of Warwick, University of Warwick, University of Warwick, University of Warwick and University of Warwick

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