BattVAE-GP

Researchers have developed BattVAE-GP, a hybrid framework that blends physics-based simulations with probabilistic learning to predict lithium-ion battery degradation more efficiently. The model uses …

Researchers propose BattVAE-GP, a hybrid physics-probabilistic learning framework that uses a Variational Autoencoder and sparse multitask Gaussian process to model long-horizon lithium-ion battery de…