Shape memory alloys GENERATION State constraints Plasma physics Nonlinear vibrations Vision Équations de Maxwell Cornea Fatigue Periodic media Femtosecond Calculus via regularization Perfectly matched layers Spectral theory Stabilité Deep learning Backward stochastic differential equations Finite elements Exploration Plasma accelerators Stability Helmholtz equation Inverse problem Waveguides Filamentation laser Infinite dimensional analysis Control Allocation Fracture Bifurcation Experiments Metamaterials Elastodynamics Electron Economics Mediterranean Sea Plasma simulation Electron beams Théorie de la dominance économique Robotics Wave propagation Robustness Maxwell equations Curiosity Contrôle optimal Laser Numerical simulation Ultrafast optics Self-organization Asymptotic analysis Femtosecond laser Homogénéisation Éléments finis Finite element method Hamilton-Jacobi equations Energy Active Learning COHERENT Homogenization Maxwell's equations Domain decomposition method Martingale problem Plasma Plasma production by laser Intrinsic motivation Plasma light propagation Modeling Nonlinear optics Optimisation Reinforcement learning Education DSC Modélisation Damage Terahertz Laser femtoseconde Waveguide Attoseconde Fluid-structure interaction Developmental robotics Deep Learning Aeroacoustics Optimization Intrinsic Motivation Error estimates Learning Robotique Electron acceleration Optique non-linéaire Femtoseconde Stochastic optimal control Filamentation Optimal control High-speed optical techniques Wave equation Active learning Development Modelling CO2 Machine learning Simulation