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