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machine learning, neural network |
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communication systems, Localization, technology advancements. |
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Integrated Photonics technology, quantum communication |
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Computational Photography, Image Statistics, Numerical Optimization |
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PDE, UWOC |
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Analysis of PDE's, Conservation Laws |
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Microgrids, Power electronics, Renewable integrations, Renewable-based power systems |
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Differential equations, Mathematical modeling, Multi-agent systems |
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Monte Carlo, Wireless communication |
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artificial intelligence, Computer Vision, Deep learning, Generative AI and LLMs |
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Finite element methods, fluid-structure interactions, mixed finite elements, numerical analysis |
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geometry processing, shape analysis |
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data analysis, MATLAB, Programming language, Web Technologies |
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Conservation Laws, Partial Differential Equations |
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bayesian inference, combustion, computational fluids mechanics, High Performance Computing, uncertainty quantification |
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Operations Research |
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Elastic Metamaterials, Phononic Crystals |
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Applied Partial Differential Equations, diffusive phenomena, generalized Sobolev inequalities, inverse problems, mean-field games, quantum mechanical kinetic theory |
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algorithms, big data, machine learning, optimization |
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applied mathematics, computational methods, MATLAB, Signal processing |
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Computational mathematics, fast algorithms, waves in heterogeneous media |
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Acoustic Absorption |
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uncertainty quantification |
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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 |
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uncertainty quantification |
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machine learning, Signal processing, Wireless Communications |
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exageostat, extreme computing, large-scale computing, machine learning, parallel algorithms, Statistical computing |
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LiDAR, optical computing |
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FMCW radar, MIMO and Passive radar, target parameter estimation, transmit beampattern design |
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Compressed Sensing Approach, Multi-carrier Systems |
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Phononic Crystals |
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Kinetic Theory, Measure Valued Solutions, Nonlinear Partial Differential Equation |
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computational thermodynamics, computational transport phenomena, Finite element methods, numerical analysis, numerical oil reservoir simulations |
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discrete time series, extreme-value theory, Statistics of extremes, stochastic partial differential equations |
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Analysis of PDE's, biological network and complex systems, Gradient flows, Mathematical modeling, Measure theory, Nonlinear Partial Differential Equation |
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deep learning, seismic processing |
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machine learning, stochastic algorithm |
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numerical analysis, uncertainty quantification |
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Computational finance, Stochastic processes |
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mathematical modelling, Partial Differential Equations |
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Finite element methods, Multiphase flows, scientific computing, Turbulence |
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artificial intelligence, computer networks, embedded systems, energy efficiency, intrusion detection, IoT, machine learning |
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Computational mathematics, Mathematical modeling, numerical methods for PDE's, scientific computing |
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science, strategic research |
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Mathematical modeling, numerical analysis |
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laser physics, machine learning, Non-Hermitian Photonics, Nonlinear Optics |
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differential game theories, mean-field games |
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Fluid Mechanics, Hyperbolic PDEs, Non-equilibrium Thermodynamics |
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haps, ISAC, Non-Terrestrial Networks |
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LiDAR, nonreciprocal optical devices, on-chip light source, Silicon photonics |
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6G On-chip reconfigurable intelligent surface |
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computational physics, metamaterials, Acoustic Waveguides |
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algorithm, Interior Point Methods, machine learning, Stochastic Methods |
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photonic crystals, water waves |
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computer algebra |
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numerical analysis |
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photonic crystals |
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artificial intelligence, Generative AI and LLMs |
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large-scale data management, unstructured data |
