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