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 This repository hosts the diagrams of continuum models for lithium-ion batteries, designed by [Amir Kosha Amiri](http://www.amiramiri.eu/) for the article
 
-> F. Brosa Planella, W. Ai, A. M. Boyce, A. Ghosh, I. Korotkin, S. Sahu, V. Sulzer, R. Timms, T. G. Tranter, M. Zyskin, S. J. Cooper, J. S. Edge, J. M. Foster, M. Marinescu, B. Wu, G. Richardson, [A Continuum of Physics-Based Lithium-Ion Battery Models Reviewed](https://arxiv.org/abs/2203.16091), _Submitted for publication (arXiv:2203.16091)_ (2022).
+> F. Brosa Planella, W. Ai, A.M. Boyce, A. Ghosh, I. Korotkin, S. Sahu, V. Sulzer, R. Timms, T.G. Tranter, M. Zyskin, S.J. Cooper, J.S. Edge, J.M. Foster, M. Marinescu, B. Wu, G. Richardson, [A continuum of physics-based lithium-ion battery models reviewed](https://doi.org/10.1088/2516-1083/ac7d31), Progress in Energy. 4 (2022) 042003.
 
 These images are available under the [CC BY 4.0 License](LICENSE.md) (you can find a summary of the license [here](https://creativecommons.org/licenses/by/4.0/)). For the attribution, we recommend citing both this repository and the original paper.