|
|
Computational mathematics, fast algorithms, waves in heterogeneous media |
|
|
Acoustic Absorption |
|
|
|
|
|
uncertainty quantification |
|
|
aeroacoustics, computational fluid dynamics, High Performance Computing, high speed flows |
|
|
Federated learning, optimization |
|
|
free boundary problems, nonlinear PDEs, regularity |
|
|
applications to finance, applications to neuroscience, copulas, data science, Environmental Statistics, extreme-value theory, geostatistics, machine learning, spatio-temporal statistics, Statistics of extremes |
|
|
computational fluid dynamics, Runge-Kutta methods |
|
|
bayesian inference, Computational finance, computational statistics, data assimilation, hierarchical and sparse approximation, numerical analysis, optimal control, optimal experimental design, stochastic differential equations, stochastic optimization, uncertainty quantification |
|
|
|
|
|
Numerical Optimization, robotics, Self-Replicating Robots, Stochastic Optimal Control |
|
|
applied mathematics, computational acoustics, ocean circulation, underwater acoustics |
|
|
Asymptotic Performance Analysis, gamma-convergence |
|
|
|
|
|
applied mathematics, biomechanics, cardiac simulation, computational mechanics, contact problems, Domain Decomposition, Finite elements, fluid-structure interactions, geology, HPC, machine learning, medicine, Multigrid, Multiphysics Simulation, Numerical Optimization, Numerical Solution of Partial Differential Equations, optimization, software development |
|
|
|
|
|
Statistics of extremes |
|
|
|
|
|
|
|
|
uncertainty quantification |
|
|
machine learning, Signal processing, Wireless Communications |
|
|
exageostat, extreme computing, large-scale computing, machine learning, parallel algorithms, Statistical computing |
|
|
|
|
|
|
|
|
|
|
|
FMCW radar, MIMO and Passive radar, target parameter estimation, transmit beampattern design |
|
|
|
|
|
Compressed Sensing Approach, Multi-carrier Systems |
|
|
Phononic Crystals |
|
|
|
|
|
Kinetic Theory, Measure Valued Solutions, Nonlinear Partial Differential Equation |
|
|
|
|
|
computational thermodynamics, computational transport phenomena, Finite element methods, numerical analysis, numerical oil reservoir simulations |
|
|
|
|
|
Analysis of PDE's, biological network and complex systems, Gradient flows, Mathematical modeling, Measure theory, Nonlinear Partial Differential Equation |
|
|
deep learning, seismic processing |
|
|
machine learning, stochastic algorithm |
|
|
numerical analysis, uncertainty quantification |
|
|
Computational finance, Stochastic processes |
|
|
mathematical modelling, Partial Differential Equations |
|
|
Finite element methods, Multiphase flows, scientific computing, Turbulence |
|
|
|
|
|
|
|
|
artificial intelligence, computer networks, embedded systems, energy efficiency, intrusion detection, IoT, machine learning |
|
|
|
|
|
|
|
|
|
|
|
Computational mathematics, Mathematical modeling, numerical methods for PDE's, scientific computing |
|
|
|
|
|
science, strategic research |
|
|
|
|
|
|
|
|
Mathematical modeling, numerical analysis |
|
|
laser physics, machine learning, Non-Hermitian Photonics, Nonlinear Optics |
|
|
|
|
|
differential game theories, mean-field games |
|
|
|
|
|
Fluid Mechanics, Hyperbolic PDEs, Non-equilibrium Thermodynamics |
|
|
|
|
|
computational physics, metamaterials, Acoustic Waveguides |
|
|
|
|
|
algorithm, Interior Point Methods, machine learning, Stochastic Methods |
|
|
photonic crystals, water waves |
|
|
computer algebra |
|
|
numerical analysis |
|
|
photonic crystals |
|
|
artificial intelligence, Generative AI and LLMs |
|
|
large-scale data management, unstructured data |
|
|
artificial intelligence, machine learning, software |
|
|
|
|
|
computational statistics, environmental applications, spatio-temporal statistics |
|
|
Acoustics, metamaterials, phononics, wave propagation |
|
|
Super-resolution, underwater acoustics |
|
|
computational design, computer graphics, optimization |
|
|
|
|
|
inverse problems |
|
|
|
|
|
computational physics, Homogenization |
|
|
metamaterials, phononics |
|
|
|
|
|
|