KAN-Therm applies Kolmogorov-Arnold Networks to create a lightweight thermal model for estimating cylindrical battery core temperature, with comparisons showing reduced memory overhead and estimation time versus neural network and tree-based alternatives.
A CNN-ABC Model For Estimation And Optimization Of Heat Gen- eration Rate And V oltage Distributions Of Lithium-ion Batteries For Electric Vehicles
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
eess.SY 1years
2025 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
KAN-Therm: A Lightweight Battery Thermal Model Using Kolmogorov-Arnold Network
KAN-Therm applies Kolmogorov-Arnold Networks to create a lightweight thermal model for estimating cylindrical battery core temperature, with comparisons showing reduced memory overhead and estimation time versus neural network and tree-based alternatives.