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Antti Aitio
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 3
Top Topics
Bayesian Inference
Gibbs Sampling
Parameters Estimation
Machine Learning
Top Venues
CoRR
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Publications
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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)