Juan Nicolas Mendoza enhanced the flipoyo/MOLONARI1D repository by improving the educational clarity and accessibility of its Jupyter Notebook and documentation. He clarified the analytical solution and parameter definitions using precise mathematical expressions, ensuring users could interpret model parameters correctly. Employing Python and Markdown, he translated core content from French to English, making the project more accessible to a global audience. His work focused on refining documentation, updating the README, and standardizing terminology to support onboarding and reproducibility. While the scope was focused, the improvements addressed onboarding challenges and improved the accuracy and accessibility of the project’s analytical and instructional materials.