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Time Series |
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dense linear algebra, High Performance Computing, Performance optimization |
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Cellular Communication, Cooperative networks, Handover management in wireless networks, Heterogeneous Wireless Networks, Performance evaluation of 5G cellular networks, Stochastic Geometry, Stochastic Geometry modeling of wireless networks |
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aeroacoustics, computational fluid dynamics, High Performance Computing, high speed flows |
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Mathematical Methods for Finance, STK Capital |
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Federated learning, optimization |
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free boundary problems, nonlinear PDEs, regularity |
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bioinformatics, machine learning |
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Bio-inspired luminescent material, Deep UV optoelectronic devices, semiconductors |
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Computer Vision, Deep learning, machine learning |
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biophotonics, flexible electronics |
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Deep learning, machine learning |
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image processing, inverse problems, optimization |
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Academic Operations, Higher Education, Student Support |
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Digital marketing |
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IoT, machine learning, software development |
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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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bioelectronics, body area networks |
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Marine microbiology, microbiology |
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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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next-generation communication systems, optical communication, optimization in sensor networks, Wireless communication theory |
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Computer architecture, integrated system technology and design, system on chip, wireless communications network |
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computational methods, data integration, graph mining, machine learning |
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reconfigurable computing |
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Computer science |
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Imaging, Optical sensors, optoelectronics |
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Astrophysics Visualization, real-time rendering, Scientific Visualization |
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autonomous vehicles, resilience, Security and Privacy |
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MEMS IC design and fabrication, novel devices |
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bioelectronics, Biosensors, Wireless sensors design |
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bioinformatics, High Performance Computing, image processing, machine learning, structural biology |
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Numerical Optimization, robotics, Self-Replicating Robots, Stochastic Optimal Control |
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bioscience, machine learning, statistical analysis |
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energy systems, milp, minlp, nlp, optimization, process systems engineering, renewable energy, risk management, robust optimization, scheduling, stochastic programming, uncertainty quantification |
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FSO systems, MIMO, Optical Wireless Communication |
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applied mathematics, computational acoustics, ocean circulation, underwater acoustics |
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explainable AI framework, Graph Neural Networks, Reinforcement Learning |
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bayesian inference, extreme-value theory, spatial statistics, spatio-temporal statistics |
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Asymptotic Performance Analysis, gamma-convergence |
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artificial intelligence, bioinformatics, biomedical data, knowledge representation, Neuro-Symbolic AI, neuro-symbolic methods |
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data mining, Natural Language Processing, text mining |
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Critical Infrastructure Protection, cybersecurity, Distributed Systems Security, On-line Social Networks |
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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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computer graphics, data analysis, visualization |
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2D materials characterization, device fabrication, optoelectronics |
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Signal Applications, Signal processing, Wireless communication |
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Applied Machine Learning, FMCW radar, Wireless communication |
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computational acoustics, computational electromagnetics |
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Optical wireless communications |
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Computer Vision, robotics, tracking |
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Optical communications, Satellite Communications, Stochastic Geometry |
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clustering algorithms, Spatial data fusion, spatio-temporal data analysis |
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artificial intelligence, genome |
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bioinformatics, computational analysis |
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algorithms, big data |
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Statistics of extremes |
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automation, Control Theory, MATLAB, robotics |
