My research is aimed at understanding the non-linear dynamics of systems ranging from small triatomic molecules to large biological molecules and macroscopic systems like the traps of carnivorous plants, which have a lot of energy in their various degrees of freedom. To this end, I develop and use theoretical approaches and numerical algorithms, both in the framework of quantum mechanics and of classical or semi-classical mechanics.