Antti Aitio

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 4

Top Topics

Prior Knowledge

Variational Inference

Machine Learning

Top Venues

Publications

Zihao Zhou, Antti Aitio, David A. Howey
Learning operando impedance function for battery health with aging-aware equivalent circuit model. CoRR (2024)
Antti Aitio, Dominik Jöst, Dirk Uwe Sauer, David A. Howey
Learning battery model parameter dynamics from data with recursive Gaussian process regression. CoRR (2023)
Antti Aitio, David A. Howey
Predicting battery end of life from solar off-grid system field data using machine learning. CoRR (2021)
Antti Aitio, Scott G. Marquis, Pedro Ascencio, David A. Howey
Bayesian Parameter Estimation Applied to the Li-ion Battery Single Particle Model with Electrolyte Dynamics. CoRR (2020)