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computational probability, Monte Carlo Methodology
optical fiber, Photonics and optoelectronics
artificial intelligence, Deep learning, machine learning, Reinforcement Learning
Fractal Antenna Design, Radio Frequency Integrated Circuits, system on chip
artificial intelligence, Automatic Control Systems, distributed control, machine learning, robotics, Ultrasonic-based Localization
control systems, Control Theory, robotics
protein function prediction
Capacity of fading channels, Interference management in femtocell networks
data mining, machine learning
Budget Review and Forecast, Faculty Baseline, Financial Reports
artificial intelligence, embedded systems
artificial intelligence, computer graphics
artificial intelligence, Wireless Communications
bioinformatics, Knowledge representation and reasoning, Neuro-Symbolic AI
Action Recognition, Self-supervised learning, Video Understanding
machine learning, optimization
conferences and workshops
3D design, applied geometry, architectural geometry, architecture, mathematics
Environmental Statistics, machine learning, spatio-temporal statistics, statistics
bioinformatics, data analysis, machine learning, metabolic simulations, rare genetic disorders
machine learning, Online learning, optimization, Statistical learning theory
Machine Tool Systems, Siemens
artificial intelligence, Computer Vision, robotics
data management, machine learning
Bayesian Prediction, Biomedical Engineering, Signal processing, Sparse Recovery, Tracking of Sparse Signals
computational fluid dynamics, environmental research, neuroscience, numerical methods
electronics, energy harvesting, nanotechnology, renewable energy
Computer Vision, geometric modeling, optimization
Deep learning, IoT, Wireless Communications
antenna design, RFID and sensor design
Computational finance, numerical analysis
Environmental Statistics, spatial statistics
nano-fabrications, nanotechnology
geometric modeling, High Performance Computing, large languaje models, Neural Network training algorithms, numerical simulations, scientific computing
Georgios Grekas
biomechanics, numerical analysis, scientific computing, solid mechanics
applied mathematics, computational science, earth science and engineering
Environmental Statistics
bioinformatics, machine learning, neural network, protein structures
control systems, intelligent systems, RISC, robotics
control systems, Electric Vehicles, power electronics, power systems, Smart Grid
Computer Vision, point cloud
convex optimization, Federated learning, machine learning
numerical methods for PDE's, scientific computing
applied statistics, machine learning, optimization
Computer simulations, machine learning, software development
computational imaging, Deep learning, inverse problems, optimization
Time Series
Bayesian computational statistics, statistics
data management, data mining
Computer Vision, Deep learning
data mining, machine learning
Bayesian computational statistics, statistics
Bayesian computational statistics, bayesian methodology, latent Gaussian models, spatial statistics
Computer Vision, Continual Learning, Deep learning, representation learning
data assimilation, Ensemble ocean forecasting, High Performance Computing, ocean forecasting
computational imaging, nanofabrication, optics, optoelectronics
error-correction coding, Signal processing, Terahertz communications, Wireless Communications
semiconductor device, Ultrawide bandgap materials
device fabrication, III-V Semiconductors, Laser Diodes, MOCVD, nanostructures
bioinformatics, computational methods, data analysis, machine learning
IoT, machine learning, UAV, wireless networks
bioinformatics, biological databases, biological statistics, genomics, molecular evolution
computational electromagnetics, electromagnetics, High Performance Computing, large-scale simulation, numerical methods, optics, photonics
artificial intelligence, Intelligent Transportation Systems, IoT, Smart Cities, Wireless Communications
coding, communication engineering, Data detection and decoding, data science, Detection Algorithms, MATLAB, Terahertz communications, THz signal source, Ultra-Massive MIMO, UM-MIMO systems
data assimilation, Mathematical modeling, numerical analysis
administrative operations, budget, Finance
CMOS
bayesian inference, data assimilation, Inverse problem, MCMC, monte carlo algorithms, multilevel methods, uncertainty quantification
computer graphics, Deep learning, physical simulation
Bayesian computational statistics, geospatial statistics, health surveillance, spatio-temporal disease data, statistics
magnetic nanowires, nanofabrication, Spintronics
computer networks, scientific computing, Scientific Visualization
Deep UV optoelectronic devices, wide bandgap semiconductor
fabrication, printed antenna design
AI4Science, Computer Vision, machine learning