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aeroacoustics, computational fluid dynamics, High Performance Computing, high speed flows |
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Federated learning, optimization |
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free boundary problems, nonlinear PDEs, regularity |
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applications to finance, applications to neuroscience, copulas, data science, Environmental Statistics, extreme-value theory, geostatistics, machine learning, spatio-temporal statistics, Statistics of extremes |
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computational fluid dynamics, Runge-Kutta methods |
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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 |
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Numerical Optimization, robotics, Self-Replicating Robots, Stochastic Optimal Control |
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applied mathematics, computational acoustics, ocean circulation, underwater acoustics |
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Asymptotic Performance Analysis, gamma-convergence |
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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 |
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Statistics of extremes |