Abstract
This project is part of the research conducted by the Pierre Auger Collaboration and focuses on the development and application of advanced machine learning models to analyze data from extensive air showers initiated by cosmic rays with extreme energies, on the order of a few EeV or higher. Using the depth of the shower maximum development (Xmax) and the muon signal at ground, suitableneu…