Updating publications list in documentation mainpage

Author: ChrisWoodgate

docs/mainpage.md

@@ -21,7 +21,7 @@ The GitHub repo where the source code can be found is: [github.com/ChrisWoodgate
 
 ## 📝 Citation
 
-If you use **BraWl** in your research, please cite our preprint:
+If you use **BraWl** in your research, please cite our preprint documenting the package and its capabilities:
 * H. J. Naguszewski, L. B. Partay, D. Quigley, C. D. Woodgate, [arXiv:2505.05393](https://doi.org/10.48550/arXiv.2505.05393).
 
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@@ -39,8 +39,7 @@ A (hopefully fairly complete) list of publications obtained using the package is
 7. C. D. Woodgate, _"Modelling Atomic Arrangements in Multicomponent Alloys: A Perturbative, First-Principles-Based Approach"_ [Springer Series in Materials Science, Vol. 346 (Springer Nature Switzerland, Cham, 2024)](https://doi.org/10.1007/978-3-031-62021-8).
 8. C. D. Woodgate, G. A. Marchant, L. B. Pártay, J. B. Staunton, [npj Comput. Mater. **10**, 271 (2024)](https://doi.org/10.1038/s41524-024-01445-w).
 9. C. D. Woodgate, L. H. Lewis, J. B. Staunton, [npj Comput. Mater. **10**, 272 (2024)](https://doi.org/10.1038/s41524-024-01435-y).
-10. C. D. Woodgate, H. J. Naguszewski, D. Redka, J. Minar, D. Quigley, J. B. Staunton, [arXiv:2503.13235](https://arxiv.org/abs/2503.13235).
-11. H. J. Naguszewski, L. B. Partay, D. Quigley, C. D. Woodgate, [arXiv:2505.05393](https://doi.org/10.48550/arXiv.2505.05393).
+10. C. D. Woodgate, H. J. Naguszewski, D. Redka, J. Minar, D. Quigley, J. B. Staunton, [J. Phys.: Mater. **8**, 045002 (2025)](https://doi.org/10.1088/2515-7639/adf468).
 
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