FourierFlows · navidcy · Apr 21, 2021 · Nov 27, 2020 · Dec 2, 2020 · Dec 2, 2020
diff --git a/README.md b/README.md
@@ -119,12 +119,16 @@ than happy to help along the way.
 For more information, check out our [contributor's guide](https://github.com/FourierFlows/GeophysicalFlows.jl/blob/master/CONTRIBUTING.md).
 
 
-## Cite
+## Citing
 
-The code is citable via [zenodo](https://zenodo.org). Please cite as:
+If you use GeophysicalFlows.jl in research, teaching, or other activities, we would be grateful 
+if you could mention GeophysicalFlows.jl and cite our paper in JOSS:
 
-> Constantinou et al., (2021). GeophysicalFlows.jl: Solvers for geophysical fluid dynamics problems in periodic domains on CPUs &amp; GPUs. Journal of Open Source Software, 6(60), 3053, doi:[10.21105/joss.03053](https://doi.org/10.21105/joss.03053)
+> Constantinou et al., (2021). GeophysicalFlows.jl: Solvers for geophysical fluid dynamics problems in periodic domains on CPUs & GPUs. Journal of Open Source Software, 6(60), 3053, doi:[10.21105/joss.03053](https://doi.org/10.21105/joss.03053)
 
+The bibtex entry for the paper is:
+
+```bibtex
 @article{Constantinou2021,
   doi = {10.21105/joss.03053},
   url = {https://doi.org/10.21105/joss.03053},
@@ -137,9 +141,7 @@ The code is citable via [zenodo](https://zenodo.org). Please cite as:
   title = {GeophysicalFlows.jl: Solvers for geophysical fluid dynamics problems in periodic domains on CPUs &amp; GPUs},
   journal = {Journal of Open Source Software}
 }
-
-> Navid C. Constantinou, Gregory L. Wagner, and co-contributors. (2021). FourierFlows/GeophysicalFlows.jl: GeophysicalFlows v0.12.1 (Version v0.12.1). Zenodo.  [http://doi.org/10.5281/zenodo.1463809](http://doi.org/10.5281/zenodo.1463809)
-
+```
 
 [FourierFlows.jl]: https://github.com/FourierFlows/FourierFlows.jl
 [documentation]: https://fourierflows.github.io/GeophysicalFlowsDocumentation/dev/

diff --git a/docs/Project.toml b/docs/Project.toml
@@ -3,6 +3,7 @@ CUDA = "052768ef-5323-5732-b1bb-66c8b64840ba"
 Documenter = "e30172f5-a6a5-5a46-863b-614d45cd2de4"
 FFTW = "7a1cc6ca-52ef-59f5-83cd-3a7055c09341"
 FourierFlows = "2aec4490-903f-5c70-9b11-9bed06a700e1"
+GeophysicalFlows = "44ee3b1c-bc02-53fa-8355-8e347616e15e"
 Literate = "98b081ad-f1c9-55d3-8b20-4c87d4299306"
 Plots = "91a5bcdd-55d7-5caf-9e0b-520d859cae80"
 Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"

diff --git a/docs/src/index.md b/docs/src/index.md
@@ -60,7 +60,9 @@ course of time various people have contributed to GeophysicalFlows.jl, including
 If you use GeophysicalFlows.jl in research, teaching, or other activities, we would be grateful 
 if you could mention GeophysicalFlows.jl and cite our paper in JOSS:
 
-> Constantinou et al., (2021). GeophysicalFlows.jl: Solvers for geophysical fluid dynamics problems in periodic domains on CPUs &amp; GPUs. Journal of Open Source Software, 6(60), 3053, doi:[10.21105/joss.03053](https://doi.org/10.21105/joss.03053)
+Constantinou et al., (2021). GeophysicalFlows.jl: Solvers for geophysical fluid dynamics problems in periodic domains on CPUs & GPUs. _Journal of Open Source Software_, **6(60)**, 3053, doi:[10.21105/joss.03053](https://doi.org/10.21105/joss.03053)
+
+The bibtex entry for the paper is:
 
 ```bibtex
 @article{Constantinou2021,