1/Explore the use of Quantum-Neural-Network-type architectures for analysing via topological data analysis meteorological data (In particular, satellite data). In particular one of the goals is to predict imminent arrival of strong storms on shore.

2/Use the concepts of asymptotic analysis to structure, analyze and model data in which several scales may be encountered