diff --git a/README.md b/README.md
index 02a0891d37789d2ab338c318f85bc6c15c2b6019..ec206713a0a0ce0c6f6a80dce342f344b53c8d12 100644
--- a/README.md
+++ b/README.md
@@ -22,7 +22,7 @@ Preprint BioRXiv [![DOI:10.1101/2024.10.25.620201](images/badge_preprint_mupix.s
 * **Code supporting Tables and Figures:** [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1x1NtdC0b-vgsjWv0oUbeRzDLmDwv6NiV?usp=drive_link)
 
 
-## Install required µPIX Environment and Sources ([Tutorial VIDEO](https://sync.lis-lab.fr/index.php/s/GeNyYdLHMCRTfS9))
+## Install µPIX Environment and Sources ([Tutorial VIDEO](https://sync.lis-lab.fr/index.php/s/GeNyYdLHMCRTfS9))
 <details>
   <summary>Click to expand</summary>
 
@@ -37,7 +37,7 @@ Preprint BioRXiv [![DOI:10.1101/2024.10.25.620201](images/badge_preprint_mupix.s
 
 
 
-If you don't have alread miniconda installed on your system, please refere to the [officical miniconda documentation](https://docs.anaconda.com/miniconda/install/) and then :
+If you don't have already miniconda installed on your system, please refere to the [officical miniconda documentation](https://docs.anaconda.com/miniconda/install/) and then :
 
 Create a miniconda environment and source it:
 ```bash
@@ -384,7 +384,19 @@ Data predicted at ./experiments/metrology_experiment/predictions !
 
 
 
+## Cite This Work
 
+If you would like to cite this work, please use the following BibTeX entry:
+
+```bibtex
+@article{mupix_preprint_2024,
+  author = {Gabriel Bon, Daniel Sapede, Cédric Matthews and Fabrice Daian},
+  title = {µPIX: Leveraging Generative AI for Enhanced, Personalized and Sustainable Microscopy},
+  journal = {bioRxiv},
+  year = {2024},
+  doi = {10.1101/2024.10.25.620201},
+  url = {https://doi.org/10.1101/2024.10.25.620201}
+}
 
 
 ## License