Jishnu Ayyangatu Kuzhiyil

University of Warwick

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SCHOLARLY PAPERS

4

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382

TOTAL CITATIONS

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Scholarly Papers (4)

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1.

Lithium-Ion Battery Degradation Modelling Using Universal Differential Equations: Development of a Cost-Effective Parameterisation Methodology

Number of pages: 28 Posted: 06 Sep 2024

Jishnu Ayyangatu Kuzhiyil, Theodoros Damoulas, Ferran Brosa Planella and Widanalage Dhammika Widanage

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

Downloads 116 (613,149)

Abstract:

2.

Enhancing Physics-Based Modelling of Battery Cyclic Ageing Using Scientific Machine Learning

Number of pages: 30 Posted: 29 Apr 2025

Jishnu Ayyangatu Kuzhiyil, Theodoros Damoulas, Ferran Brosa Planella, James Marco and Widanalage Dhammika Widanage

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

Downloads 110 (645,052)

Abstract:

3.

Neural Equivalent Circuit Models: Universal Differential Equations for Battery Modelling

Number of pages: 25 Posted: 08 Mar 2024

Jishnu Ayyangatu Kuzhiyil, Theodoros Damoulas and Widanalage Dhammika Widanage

University of Warwick, University of Warwick and University of Warwick

Downloads 107 (659,652)

Citation 1

Abstract:

4.

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

Downloads 49 (1,157,785)

Abstract:

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