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