Numerical simulation Finite elements Optimal control Shape memory alloys Optique non-linéaire Curiosity Stability Developmental robotics Learning Helmholtz equation Reinforcement learning Finite element method Laser Robotics Environment Education Laser femtoseconde COHERENT Chassis Systems Stabilité T-coercivity Territoire Self-organization Exploration Electron Nonlinear vibrations Wave equation Plasma physics Maxwell equations Laser-plasma accelerator Hybrid systems Plasma light propagation Reinforced concrete Optimisation Attoseconde State constraints CO2 GENERATION Spectral theory Infinite dimensional analysis Gas hydrates High-speed optical techniques Excitons Hamilton-Jacobi equations Commerce international Homogénéisation Plasma Ultrafast optics Filamentation laser Nonlinear optics Optics Fluid-structure interaction Fatigue Damage Robustness Deep Learning Terahertz Éléments finis Control Allocation Error estimates Robotique Machine learning DSC Probabilistic representation of PDEs Optimization Vision Théorie de la dominance économique Femtosecond Periodic media Elastodynamics Calculus via regularization Intrinsic motivation Development Sadco Stochastic optimal control Waveguide Energy Wave propagation Plasma accelerators Homogenization Backward stochastic differential equations Drag reduction Cornea Plasma simulation Simulation Electron acceleration Modélisation Active Learning Femtoseconde Femtosecond laser Modeling Economics Electron beams Maxwell's equations Mediterranean Sea Filamentation Plasma production by laser Active learning Intrinsic Motivation Asymptotic analysis