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