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