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