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