| The challenge and opportunity of battery lifetime prediction from field data V Sulzer, P Mohtat, A Aitio, S Lee, YT Yeh, F Steinbacher, MU Khan, ... Joule 5 (8), 1934-1955, 2021 | 285 | 2021 |
| Predicting battery end of life from solar off-grid system field data using machine learning A Aitio, DA Howey Joule 5 (12), 3204-3220, 2021 | 92 | 2021 |
| Bayesian parameter estimation applied to the Li-ion battery single particle model with electrolyte dynamics A Aitio, SG Marquis, P Ascencio, D Howey IFAC-PapersOnLine 53 (2), 12497-12504, 2020 | 23 | 2020 |
| The challenge and opportunity of battery lifetime prediction from field data. Joule 5, 1934–1955 V Sulzer, P Mohtat, A Aitio, S Lee, YT Yeh, F Steinbacher, MU Khan, ... | 12 | 2021 |
| Combining non-parametric and parametric models for stable and computationally efficient battery health estimation A Aitio, D Howey Dynamic Systems and Control Conference 84270, V001T20A002, 2020 | 7 | 2020 |
| Learning battery model parameter dynamics from data with recursive Gaussian process regression A Aitio, D Jöst, DU Sauer, D Howey Journal of Dynamic Systems, Measurement, and Control, 1-13, 2025 | 5 | 2025 |
| Estimation of parameter probability distributions for lithium-ion battery string models using bayesian methods LD Couto, D Zhang, A Aitio, S Moura, D Howey Dynamic systems and control conference 84270, V001T20A003, 2020 | 5 | 2020 |
| Learning operando impedance function for battery health with aging-aware equivalent circuit model Z Zhou, A Aitio, D Howey arXiv preprint arXiv:2407.06639, 2024 | 1 | 2024 |
| Bayesian methods for battery state of health estimation A Aitio University of Oxford, 2023 | 1 | 2023 |
| Health monitoring of electrochemical energy supply elements D Howey, A Aitio US Patent App. 18/556,889, 2024 | | 2024 |
| Estimation of Parameter Probability Distributions for Lithium-Ion Battery String Models Using Bayesian Methods LD Couto Mendonca, D Zhang, A Aitio, S Moura, DDH Howey Dynamic Systems & Control Conference, 2021 | | 2021 |
| Data repository for ‘Predicting battery end of life from solar off-grid system field data using machine learning’ A Aitio, D Howey University of Oxford, 2021 | | 2021 |
