Bibliography: inventory of learning methods, choice of a method to apply, Calculations: getting started with the tools, launching series of CATHARE simulations, Application of the machine learning algorithm to the generated data, Presentations during the internship to stakeholders. As a continuation of this internship, a thesis on the same subject will be carried out, the start of which is planned for October 2024.