Arnaud Demortière

BattVAE-GP: Generative Modeling of Long-Horizon Battery Degradation with Uncertainty Quantification

Raghvender Raghvender, Mahdi Abid, Ferran Brosa Planella, Charles Delacourt, Arnaud Demortière

Long-horizon physics-based simulations of battery degradation provide mechanistic insight but remain computationally expensive, limiting their use for dense exploration of operating conditions over extended cycle life. Here, we propose a hybrid physics-probabilistic learning fram…Read more