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