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