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