arXiv cs.LG
· Papers
BattVAE-GP: Generative Modeling of Long-Horizon Battery Degradation with Uncertainty Quantification
arXiv:2607.11943v1 Announce Type: new Abstract: 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 learn