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