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Jan Haskovec
Differential equations, Dynamical Systems, random process, transportation networks
front-end, Python, web development
Bayesian computational statistics, Biostatistics, Survival analysis
machine learning
3D object detection, Computer Vision, Deep learning
Drilling engineering technology, engineering geology, geology, wellbore geomechanics
geometry processing, GPU Computing, visualization
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
Computer Vision, Deep learning
electronics, energy harvesting, nanofabrication technology
Cognitive radio network, Cooperative relay network, Simultaneous Wireless and Power Transfer, Visible light communications
Computer Vision, Deep learning, machine learning
FSO systems, Maritime vehicles; teams; modelling, Underwater acoustic and optical communication, Underwater sensor networks, Underwater target detection and localization
data science, spatio-temporal statistics, statistics
Materials for blue and UV LEDs, MBE growth, solid-state lighting
compilation techniques, Computer architecture, software/hardware co-design
computer algebra, machine learning
IoT, Wireless communication
control systems, intelligent systems, RISC, robotics
photovoltaics, thermoelectric appliances
Computer architecture, Deep learning, In-memory computing
applied mathematics, deep learning, PDEs
computer graphics, geometry processing
cooperative technology, Physical layer security, Terahertz communications
3D reconstruction, computational imaging, Numerical Optimization
OFDM with index modulation, Satellite Communications, UV Communications
SiGe nanotube FET
random processes on graphs, Time Series
functional data analysis, Gaussian processes, Stochastic processes
PDE, renewable energy, ​CFD
bioelectronics, organic electronics, organic semiconductor
Functional data, Geospatial Data, INLA, Point patterns, R project, spatial statistics, spatio-temporal statistics
Photonics and optoelectronics
Free Space Optics, Wireless communication
Computational mathematics, mathematical optimization, numerical analysis
computational statistics, Environmental Statistics, spatial statistics, Statistical Modeling, Statistics of extremes
III-Nitride Optoelectronics, Laser Diodes
machine learning, numeric simulations, quantum algorithms, scientific computing, visual computing
computational statistics, Environmental Statistics, spatio-temporal statistics, statistics
embedded systems, energy harvesting, prototyping, sensing platforms
RF circuits, Wireless Communications
Computer Vision for Automation, Deep-learning based detection, Embedded system developing, machine learning, MIMO radars, Programming language, radar applications, Radar imaging
functional data analysis, multivariate analysis, non-parametric methods, quantile regression, spatial statistics
Computer Vision, Deep learning
analysis of contextual information
machine learning, micro and nanofabrication, optical fiber, Optical sensors, optoelectronics
Computer Vision, Industrial automation, Product development
Disordered Plasmonics and Complex Metamaterials
Deep learning, LLM, Medical imaging, Security and Privacy
Mathematical Finance
Applied Machine Learning, Applied Partial Differential Equations, mean-field games
computational imaging, Computational Photography, computer graphics, efficient GPGPU programming
control, HRI, robotics
conferences and workshops, events
robotics
bioinformatics, Knowledge representation and reasoning, machine learning, neural network
Deep learning, machine learning, numerical analysis
optoelectronic devices
GaN, Large bandgap group-III nitride, molecular beam epitaxy, nanomaterials, Photonics and optoelectronics
Environmental Statistics
Quantitative finance
artificial intelligence, machine learning
computer graphics, data visualisation, numerical simulations
Graph Neural Networks
big data, low rank approximation, numerical methods, parallel algorithms, seismic imaging
Computer Vision, machine learning, optimization
machine learning, memristors, neural network accelerator
computer networks, mobile computing, pervasive computing, wireless data networks
AI for healthcare, Computer Vision, deep learning, machine learning, Medical imaging
cloud computing, graph mining, High Performance Computing
JSAC, MIMO-radar waveform design, Next generation wireless communications, quantum computing
intelligent systems, Navigation and Guidance, Robotics and Control
laser
metalorganic vapor-phase epitaxy, micro-light-emitting diodes, nitride semiconductor, vertical-cavity surface emitting laser
statistics
artificial intelligence, bioinformatics
Computer Vision, control systems
antenna arrays, lab-on-a-chip, nonlinear models, sensors
network security
control systems, intelligent systems, RISC, robotics
biomedical devices, nanomaterials, Tissue Engineering
artificial intelligence, satellite communication
data science, Feedback Reduction in Multiuser and Relay Networks, high dimensional statistics, machine learning, Random Matrix Theory, Selected Applications, statistical signal processing, Supervised Learning Algorithms