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