
research note
Physics-Informed Neural Network with Transfer Learning for State Estimation in Lithium-Ion Batteries using the Single Particle Model with Electrolyte
This paper addresses the computational inefficiency and limited generalization of physics-informed neural networks (PINNs) applied to the electrochemical modeling of lithium-ion batteries, specific…










