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