- updated the article link from draft to the published DOI at JOSS

Author: amkrajewski

README.md

@@ -3,8 +3,8 @@
 [![Static Badge](https://img.shields.io/badge/API-Documentation-e?logo=bookstack&logoColor=white&link=https%3A%2F%2Famkrajewski.github.io%2Fnimcso%2F)](https://nimcso.phaseslab.org)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
 <a href="https://nimble.directory/pkg/nimcso"><img src="https://raw.githubusercontent.com/amkrajewski/nimble-badge/master/badges/nimcso.svg" alt="Nimble Package" height="20"></a>
-[![Paper](https://img.shields.io/badge/JOSS%20Article-Draft-Badge?color=orange)](paper/paper.pdf)
 [![Arxiv](https://img.shields.io/badge/arXiv-2403.02340-8F1515?style=flat&logo=arxiv&logoColor=red)](https://doi.org/10.48550/arXiv.2403.02340)
+[![DOI](https://joss.theoj.org/papers/10.21105/joss.06731/status.svg)](https://doi.org/10.21105/joss.06731)
 
 [![MacOS Tests (M1)](https://github.com/amkrajewski/nimCSO/actions/workflows/testingOnPush_Apple.yaml/badge.svg)](https://github.com/amkrajewski/nimCSO/actions/workflows/testingOnPush_Apple.yaml)
 [![Linux (Ubuntu) Tests](https://github.com/amkrajewski/nimCSO/actions/workflows/testingOnPush_Linux.yaml/badge.svg)](https://github.com/amkrajewski/nimCSO/actions/workflows/testingOnPush_Linux.yaml)