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