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