diff --git a/CITATION.bib b/CITATION.bib
index 934523e67..8e12b7762 100644
--- a/CITATION.bib
+++ b/CITATION.bib
@@ -1,8 +1,13 @@
-@misc{qiskit_dynamics_2021,
-  author = {Egger, Daniel J. and Hincks, Ian and Landa, Haggai and Malekakhlagh, Moein and Parr, Avery and Puzzuoli, Daniel and Rosand, Benjamin and Rupesh, R. K. and Treinish, Matthew and Ueda, Kento and Wood, Christopher J.},
-  title = {Qiskit Dynamics},
-  year = {2021},
-  publisher = {GitHub},
-  journal = {GitHub repository},
-  url = {https://github.com/Qiskit-Extensions/qiskit-dynamics}
-}
+@article{qiskit_dynamics_2023,
+	title = {Qiskit {Dynamics}: {A} {Python} package for simulating the time dynamics of quantum systems},
+	volume = {8},
+	issn = {2475-9066},
+	url = {https://joss.theoj.org/papers/10.21105/joss.05853},
+	doi = {10.21105/joss.05853},
+	language = {en},
+	number = {90},
+	journal = {Journal of Open Source Software},
+	author = {Puzzuoli, Daniel and Wood, Christopher J. and Egger, Daniel J. and Rosand, Benjamin and Ueda, Kento},
+	year = {2023},
+	pages = {5853}
+}
\ No newline at end of file
diff --git a/README.md b/README.md
index e0f424a29..f7d00f978 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,7 @@
 # Qiskit Dynamics
 
 [![License](https://img.shields.io/github/license/Qiskit/qiskit-dynamics.svg?style=popout-square)](https://opensource.org/licenses/Apache-2.0)
+[![DOI](https://joss.theoj.org/papers/10.21105/joss.05853/status.svg)](https://doi.org/10.21105/joss.05853)
 
 **This repo is still in the early stages of development, there will be breaking API changes**
 
@@ -60,7 +61,8 @@ questions. For questions that are more suited for a forum we use the Qiskit tag
 
 Qiskit Dynamics is the work of 
 [many people](https://github.com/Qiskit-Extensions/qiskit-dynamics/graphs/contributors) who
-contribute to the project at different levels. If you use Qiskit, please cite as per the included 
+contribute to the project at different levels. If you use Qiskit Dynamics, please cite our paper as
+per the included 
 [BibTeX file](https://github.com/Qiskit-Extensions/qiskit-dynamics/blob/main/CITATION.bib).
 
 ## License