|
|
|
statistics |
|
|
|
machine learning for wireless communication, Massive MIMO, multimodal sensing |
|
|
|
|
|
|
|
numerical analysis, numerical discretization, numerical methods, ODEs, PDEs, qualitative theory, stability analysis |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
development |
|
|
|
|
|
|
|
environmental modeling, Environmental Statistics, Geomorphology, landslide susceptibility modeling |
|
|
|
|
|
|
|
non-orthogonal multiple-access NOMA networks, physical-layer security, reconfigurable intelligent surface |
|
|
|
|
|
|
|
goodness-of-fit tests, multivariate statistics, skewed distributions, Time Series |
|
|
|
Dynamical Systems, Ericksen-Leslie Model, Liquid Crystals, non-linear partial differential equations |
|
|
|
|
|
|
|
Applied Machine Learning, Deep learning, Deep Reinforcement Learning, Functional Time Series |
|
|
|
Biostatistics, Neuroimaging, Spectral Analysis |
|
|
Marc G. Genton, Al-Khawarzmi Distinguished Professor, Statistics
|
applied statistics, computational predictions, mathematical modelling, spatio-temporal data analysis, visualization |
|
|
|
biomedical devices, Laser-scribed graphene, microfabrication, multimodal sensing, nanomaterials, Point of Care devices |
|
|
|
|
|
|
|
spatio-temporal statistics, statistics |
|
|
|
extreme-value theory, extSTAT Research Group, Time Series |
|
|
|
Deep learning, machine learning, spatio-temporal statistics, Statistics of extremes |
|
|
Maurizio Filippone, Associate Professor, Statistics
|
Bayesian Statistics, Deep learning, Gaussian processes |
|
|
|
Bayesian computational statistics, data science |
|
|
|
Photonics and optoelectronics, quantum computing., quantum photonics |
|
|
|
Cyber Security, Trustworthy AI, Web Security |
|
|
|
Time Series |
|
|
|
|
|
|
|
spin-orbit torque, Spintronics, Spintronics devices, thin films |
|
|
|
5G networks, AI, deep learning, Digital Communications, GSM, MATLAB, Network Design, optical fiber, telecommunication |
|
|
|
control systems, grid codes, power electronics, power systems |
|
|
|
integrated photonics, Nonlinear Optics, ultrafast fiber lasers |
|
|
|
|
|
|
|
|
|
|
|
artificial intelligence, Cyber Security, IoT, LED Wireless Communication Systems, machine learning, Smart Wireless Massive Systems, Telecommunications |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
Mohamed-Slim Alouini, Al-Khawarzmi Distinguished Professor, Electrical and Computer Engineering
|
cognitive radio systems, communications, FD-MIMO, modulation schemes, optical wireless communication systems |
|
|
|
|
|
|
|
Agents, reasoning, Safety |
|
|
|
AI, BLE communication, Neural Networks, Python |
|
|
|
|
|
|
|
Arabic natural language processing |
|
|
|
|
|
|
|
adaptive control, Aerial Robotics, Reinforcement Learning, UAV |
|
|
|
embedded systems, IoT, Signal processing, wireless communications. |
|
|
|
Photonics and optoelectronics, renewable energy technologies, sensing devices |
|
|
|
Advanced Perception, Automous Vehicles |
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
machine learning, neural network |
|
|
|
|
|
|
|
|
|
|
|
cybersecurity, FPGA, LLM, ML |
|
|
|
|
|
|
|
communication systems, Localization, technology advancements. |
|
|
|
Applied AI, distributed systems, edge computing, NTN Communication, Safety-Critical Embedded Systems, Terrestrial Cellular Networks, URLLC |
|
|
|
Integrated Photonics technology, quantum communication |
|
|
|
Microgrids, Power electronics, Renewable integrations, Renewable-based power systems |
|
|
|
complex system modeling, probabilistic sensitivity analysis, statistical emulators, uncertainty quantification |
|
|
|
artificial intelligence, Computer Vision, Deep learning, Generative AI and LLMs |
|
|
|
AI, Computer Vision, Deep generative models, generative ai, machine learning |
|
|
|
6G, MIMO beamforming systems, RFICs |
|
|
|
integrated photonics, Nonlinear Optics, Numerical Modeling, Phased Arrays |
|
|
|
|
|
|
|
data analysis, MATLAB, Programming language, Web Technologies |
|
|
|
data science, spatial statistics, Statistics of extremes |
|
|
|
Time Series |
|
|
|
|
|
|
|
artificial intelligence, Computational Neuroscience, Computer Vision, Electroencephalograms, machine learning |
|
|
Omar Knio, Dean, Computer, Electrical and Mathematical Sciences and Engineering
|
bayesian inference, combustion, computational fluids mechanics, High Performance Computing, uncertainty quantification |
|
|
|
cybersecurity |
|
|
|
extreme statistics, Time Series |
|
|
|
Bayesian disease mapping, geospatial modeling, point processes, Public health surveillance, Spatial and spatio-temporal statistics, Spatial epidemiology |
|
|
|
copulas, Multivariate extremes, nonparametric statistics, Spatial data |
|
|
|
computational statistics, extreme-value theory, spatial statistics, spatio-temporal statistics |
|
|
|
Branching processes, Random graphs |
|
|
|
algorithms, big data, machine learning, optimization |
|
|
|
aerospace design, applied mathematics, Earth systems, energy efficiency, quantitative flow analysis |
|
|
|
Photonics and optoelectronics |
|
|
|
artificial intelligence, computational statistics, machine learning, spatio-temporal modeling, uncertainty quantification |
|
|
|
|
|
|
|
Deep learning, spatio-temporal statistics, statistics |
|
|
|
Time Series |
|
|
|
AI-based Localization, Data Analytics, machine learning, Signal processing, Wireless Communications |
|
|
|
|
|
|
|
|
|
|
|
applications to finance, applications to neuroscience, copulas, data science, Environmental Statistics, extreme-value theory, geostatistics, machine learning, spatio-temporal statistics, Statistics of extremes |
|
|
|
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 |
|
|
|
|
|
|
|
2D materials, biomedical devices, semiconductor |
|
|
|
Computer Vision, Deep learning, Large Language Models, Multi-Modal Large Language Models, nlp, vision language models |
|
|
|
Differential privacy, Federated learning, Network and Software Security, Radio Frequency Localization, Signal processing, wireless communication |
|
|
|
|
|
|
|
bayesian inference, extreme-value theory, spatial statistics, spatio-temporal statistics |
