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computational statistics, mathematical statistics, random fields, stochastic partial differential equations, stochastic processes |
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data analysis, NumPy, PDEs, probability theory, Python, stochastic processes, TensorFlow |
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mode-locked lasers, Optical Frequency Comb, photonic integrated circuits, Silicon-based Heterogeneous Integration |
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Bayesian computational statistics, Survival analysis |
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Di Wang, Assistant Professor, Computer Science
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data mining, machine learning, privacy, security |
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Computer Vision, Graph Learning, Multi-Modal Learning, representation learning, Temporal Activity Localization |
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Autonomous Agent, machine learning, Reinforcement Learning |
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Bayesian computational statistics, geospatial statistics, spatio-temporal statistics |
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machine learning, MCMC, Particle Methods, Stochastic Control, stochastic partial differential equations |
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Applied and theoretical statistics, Bayesian and computational Statistics, Bayesian Data Aalysis, data science, Data Sciences |
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functional data analysis, multivariate analysis, nonparametric statistics |
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Statistics of extremes |
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statistics |
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HPC |
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Data Analyst, Software Developer |
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computational probability, Monte Carlo Methodology |
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Biostatistics, Electroencephalograms, Functional Near-Infrared Spectroscopy, Neuroimaging, Spectral Analysis, Time Series |
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nanofabrication, nanomaterials, nanophotonics, Solar fuels |
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Action Recognition, Self-supervised learning, Video Understanding |
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Environmental Statistics, machine learning, spatio-temporal statistics, statistics |
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Environmental Statistics, spatial statistics |
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biomechanics, numerical analysis, scientific computing, solid mechanics |
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AI4Materials, MLIPs, Molecular Learning, Self-Driving Labs |
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Environmental Statistics |
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Free-space optical communications, optical imaging, remote sensing, Terahertz communications |
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Time Series |
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Bayesian computational statistics, statistics |
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Adaptive Optics, Chaos Shift Keying, FSO/RF Systems, intelligent reflecting surfaces |
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Bayesian computational statistics, statistics |
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Bayesian computational statistics, bayesian methodology, latent Gaussian models, spatial statistics |
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Bayesian computational statistics, geospatial statistics, health surveillance, spatio-temporal disease data, statistics |
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AI4Science, Computer Vision, machine learning |
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Photonics and optoelectronics |
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Bayesian computational statistics, Bayesian computational technique, cross validation, machine learning, point processes, Python, statistics |
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Cyber Security, cyber threats, IDPS, SOC, UAV Security |
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biomedical sensing, Digital signal processing, Robotics and Control |
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6g wireless systems, cloud- and fog-radio access networks, Cooperative networks, cross-layer optimization, machine learning, Optical communications |
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Bayesian computational statistics, Item Response Theory, Latent variable models, Statistical methodology, Structural equation models |
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Electroencephalograms, Functional Magnetic Resonance Imaging, Longitudinal Models, Mixed Effects Models, Spectral Analysis, Time Series, Wavelets |
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heterogeneous integrated optical chip, high-speed electro-optic modulator, optical computing |
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mathematics, modeling, Programming language |
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Embedded systems., Non-Terrestrial Networks |
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Environmental Statistics |
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beamforming, haps, interference management, nr-u, prototyping, tochnologies coexistence |
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climate and environmental modeling, data assimilation, global climate dynamics, sustainable environmental management, The Red Sea and Arabian Gulf |
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optical communication, quantum communication |
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spatio-temporal statistics, statistics |
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Climate change impacts on hydroclimatic events, Global spatial and spatio-temporal statistics |
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cybersecurity |
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Bayesian computational statistics, Biostatistics, Survival analysis |
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algorithmic information theory, artificial intelligence, brain-inspired computation, Dynamical Systems, genomics, living systems, machine intelligence, machine learning, single cell biology, spatial transcriptomics, systems medicine, Systems neuroscience |
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Photonics and optoelectronics |
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data science, spatio-temporal statistics, statistics |
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functional data analysis, Gaussian processes, Stochastic processes |
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Functional data, Geospatial Data, INLA, Point patterns, R project, spatial statistics, spatio-temporal statistics |
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Computational Photography, computational simulations, machine learning |
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computational statistics, Environmental Statistics, spatial statistics, Statistical Modeling, Statistics of extremes |
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computational statistics, Environmental Statistics, spatio-temporal statistics, statistics |
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functional data analysis, multivariate analysis, non-parametric methods, quantile regression, spatial statistics |
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statistics |
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genomics, PDEs, single cell biology |
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applied mathematics, bifurcation theory, bioscience, deep learning, Dynamical Systems |
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Environmental Statistics |
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extreme events, Linux, numerical analysis, Python, qualitative research, Quantitative finance, Statistical Modelling |
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LoRAWAN, Reinforcement Learning, Space-Air-Ground-Underground Integrated Networks, Wireless Energy Transfer, Wireless Underground Sensor Networks |
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AI for healthcare, Computer Vision, deep learning, machine learning, Medical imaging |
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Katerina Nik, Assistant Professor, Applied Mathematics and Computational Science
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calculus of variations, fluid dynamics, free boundary problems, Mathematical Biology, mean curvature flow, Microelectromechanical, Partial Differential Equations |
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Partial Differential Equations, probability theory, spatial statistics, statistical inference, stochastic processes |