solid electrolyte interphase

Physics-informed neural network improves battery health prediction

Researchers have developed PiDDM, a novel framework that integrates physics-informed neural networks with degradation kinetics to improve lithium-ion battery state-of-health predictions. By incorporating empirical Arrhe…