Bayesian Parameter Estimation Applied to the Li-ion Battery Single Particle Model with Electrolyte Dynamics. - Antti Aitio; Scott G. Marquis; Pedro Ascencio; David A. Howey (CoRR, 2020)

Predicting battery end of life from solar off-grid system field data using machine learning. - Antti Aitio; David A. Howey (CoRR, 2021)

Learning battery model parameter dynamics from data with recursive Gaussian process regression. - Antti Aitio; Dominik Jöst; Dirk Uwe Sauer; David A. Howey (CoRR, 2023)

Learning operando impedance function for battery health with aging-aware equivalent circuit model. - Zihao Zhou; Antti Aitio; David A. Howey (CoRR, 2024)