diff --git a/doc/citing.rst b/doc/citing.rst
index 0b319b59e..96bea92d2 100644
--- a/doc/citing.rst
+++ b/doc/citing.rst
@@ -9,6 +9,10 @@ In general, please cite the software release that you are using. In case you wis
 Software releases
 -----------------
 
+Charl A.P. Linssen, Pooja N. Babu, Jingxuan He,  Jochen Martin Eppler, Bernhard Rumpe and Abigail Morrison (2022). **NESTML 5.1.0.** Zenodo. `doi:10.5281/zenodo.7071624 <https://doi.org/10.5281/zenodo.7071624>`_.
+
+Charl A.P. Linssen, Pooja N. Babu, Ayssar Benelhedi, Robin De Schepper, Tanguy Fardet, Jochen Martin Eppler, Bernhard Rumpe and Abigail Morrison (2022). **NESTML 5.0.0.** Zenodo. `doi:10.5281/zenodo.5784175 <https://doi.org/10.5281/zenodo.5784175>`_.
+
 Pooja Nagendra Babu, Charl Linssen, Jochen Martin Eppler, Tobias Schulte to Brinke, Abolfazl Ziaeemehr, Tanguy Fardet, Younes Bouhadjar, Renato Duarte, Bernhard Rumpe and Abigail Morrison (2021). **NESTML 4.0.** Zenodo. `doi:10.5281/zenodo.4740083 <https://doi.org/10.5281/zenodo.4740083>`_.
 
 Charl Linssen, Bernhard Rumpe, Sebastian Berns, Tanguy Fardet, Konstantin Perun, Tobias Schulte to Brinke, Dennis Terhorst, Jochen M. Eppler and Abigail Morrison (2020). **NESTML 3.1.** Zenodo. `doi:10.5281/zenodo.3697733 <http://doi.org/10.5281/zenodo.3697733>`_.
diff --git a/pynestml/__init__.py b/pynestml/__init__.py
index b1e520d23..64245894f 100644
--- a/pynestml/__init__.py
+++ b/pynestml/__init__.py
@@ -19,7 +19,7 @@
 # You should have received a copy of the GNU General Public License
 # along with NEST.  If not, see <http://www.gnu.org/licenses/>.
 
-__version__ = "5.0.0-post-dev"
+__version__ = "5.1.0"
 
 __all__ = ['cocos',
            'codegeneration',
diff --git a/setup.py b/setup.py
index 47ea75018..602cf1c33 100755
--- a/setup.py
+++ b/setup.py
@@ -39,7 +39,7 @@
 
 setup(
     name="NESTML",
-    version="5.0.0-post-dev",
+    version="5.1.0",
     description="NESTML is a domain specific language that supports the specification of neuron models in a"
                 " precise and concise syntax, based on the syntax of Python. Model equations can either be given"
                 " as a simple string of mathematical notation or as an algorithm written in the built-in procedural"