PyBaMM

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

Researchers propose BattVAE-GP, a hybrid physics-probabilistic framework that uses a Variational Autoencoder and Gaussian process to model long-horizon battery degradation trajectories with uncertaint…