minor update of the README

Author: simongravelle

profile/DESCRIPTION.md

@@ -23,9 +23,9 @@ tutorial 2 (middle), and water molecules in a cracked silica from tutorial 6 (ri
 
 ## The article
 
-An article can be found [here](https://github.com/lammpstutorials/lammpstutorials-article).
+An article can be found [here](https://livecomsjournal.org/index.php/livecoms/article/view/v6i1e3037).
 If you use this work, please cite:
 
-> **A Set of Tutorials for the LAMMPS Simulation Package**  
-> arXiv:2503.14020 [physics.comp-ph]  
-> https://doi.org/10.48550/arXiv.2503.14020
+> **A Set of Tutorials for the LAMMPS Simulation Package [Article v1.0]**
+> by Simon Gravelle, Cecilia M. S. Alvares, Jacob R. Gissinger, and Axel Kohlmeyer,  
+> published in *Living Journal of Computational Molecular Science (LiveCoMS)*, 6(1), 3037 (2025).

profile/README.md

@@ -30,15 +30,14 @@ the Matplotlib graphs are available [here](https://github.com/simongravelle/pypl
 Figure: Lennard-Jones fluid mixture from tutorial 1 (left), Carbon nanotube from
 tutorial 2 (middle), and water molecules in a cracked silica from tutorial 6 (right).
 
-## Article
+## The article
 
-The manuscript is available [on GitHub](https://github.com/lammpstutorials/lammpstutorials-article).  
-If these tutorials are useful to you, please cite:
-
-> **A Set of Tutorials for the LAMMPS Simulation Package**  
-> *arXiv*: [2503.14020](https://arxiv.org/abs/2503.14020) [physics.comp-ph]  
-> [DOI: 10.48550/arXiv.2503.14020](https://doi.org/10.48550/arXiv.2503.14020)
+An article can be found [here](https://livecomsjournal.org/index.php/livecoms/article/view/v6i1e3037).
+If you use this work, please cite:
 
+> **A Set of Tutorials for the LAMMPS Simulation Package [Article v1.0]**
+> by Simon Gravelle, Cecilia M. S. Alvares, Jacob R. Gissinger, and Axel Kohlmeyer,  
+> published in *Living Journal of Computational Molecular Science (LiveCoMS)*, 6(1), 3037 (2025).
 
 ## Authors
 
@@ -56,10 +55,9 @@ If these tutorials are useful to you, please cite:
 
 ## Acknowledgements
 
-- Simon Gravelle acknowledges funding from the European Union's Horizon 2020
-  research and innovation programme under the Marie Skłodowska-Curie grant
-  agreement N°101065060.
-- Axel Kohlmeyer acknowledges financial support from Sandia National Laboratories
-  under POs 2149742 and 2407526.
+Simon Gravelle acknowledges funding from the European Union's Horizon 2020
+research and innovation programme under the Marie Skłodowska-Curie grant
+agreement N°101065060. Axel Kohlmeyer acknowledges financial support from
+Sandia National Laboratories under POs 2149742 and 2407526.