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analytical instrumentation, University of Liverpool, University of Oxford |
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discrete time series, extreme-value theory, Statistics of extremes, stochastic partial differential equations |
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Analysis of PDE's, biological network and complex systems, Gradient flows, Mathematical modeling, Measure theory, Nonlinear Partial Differential Equation |
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Causal Connectivity, Dynamic Clustering, Time Series Analysis |
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bioinformatics, Computational biology, machine learning |
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5G, Satellite Communications |
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Time Series |
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nanomaterials, optoelectronics |
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deep learning, seismic processing |
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Computational biology, machine learning |
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machine learning, stochastic algorithm |
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satellite communication, Signal processing, Wireless communication |
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energy harvesting, solar energy, underwater optical communications |
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bioinformatics, Computational biology, Computer Vision, machine learning |
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communication, Digital signal processing, Mathematical Analysis |
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command and control, Intelligent Transportation Systems, Robotics and Control |
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numerical analysis, uncertainty quantification |
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big data, machine learning, smart grids, STSDS |
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Computational finance, Stochastic processes |
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artificial intelligence, communications, robotics, wireless networks |
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spatio-temporal statistics |
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antenna design, microwave devices, mmWave/Terahertz communications, RF circuits |
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photovoltaics, silicon solar cell, solar cells |
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bioscience, structural biology |
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Environmental Statistics, Space- time Models, Statistical Methods for Imaging Data |
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Electromagnetics and optoelectronics |
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computational science and engineering, Domain Decomposition, High Performance Computing, Parallel and Distributed Computing, Scientific Machine Learning |
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mathematical modelling, Partial Differential Equations |
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Finite element methods, Multiphase flows, scientific computing, Turbulence |
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data mining, machine learning |
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3D printed localization system |
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Computer architecture, reconfigurable computing |
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computer graphics |
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Cognitive radio network, NOMA, Reconfigurable Intelligent Surfaces, UAV-enabled Communication Systems |
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administrative operations |
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Biosensors, inkjet printing, microfluidics |
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Device to Device Communication, IoT, Optical |
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artificial intelligence, computer networks, embedded systems, energy efficiency, intrusion detection, IoT, machine learning |
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Computational Immunology, Signal processing for wireless communications |
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Bio-Medical Signal Processing, channel estimation, Computational Immunology, Computational Neuroscience, Deconvolution in UWB, statistical signal processing |
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Semi-blind seismic deconvolution using orthogonal clustering |
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GaN-based LED, III-nitride, molecular beam epitaxy |
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artificial intelligence |
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connectivity, MIMO radars, social networks., wireless networks, wireless sensor networks |
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recommender systems |
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bioenergy, comparative genomics, marine metagenomics, synthetic biology |
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analog design optimization, LDMOS, microstrip path antenna on-chip, microwave devices |
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machine learning, Marine Ecology, Photonics and optoelectronics, sensors |
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Outage Probability |
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Cognitive radio network, MIMO |
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Computer Vision, machine learning, robotics |
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electronic circuits, power electronics, renewable energy systems, Wireless power transfer |
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communications, Localization, statistical signal processing, tracking, wireless networks |
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Acoustic sensing and communications, acoustic signal detection, Digital signal processing, Experimentation and testing., image processing, low complexity systems, Low sampling, Movement detection and tracking using RF and acoustic waves., Respiration detection and tracking., Robust estimation and regularization, Sonars and radars., Ultra-wideband communication, UWB channel impulse response estimation. |
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burst buffer, High Performance Computing, IO, optimization |
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cognitive radio systems, energy harvesting, wireless sensors networks |
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Computational mathematics, Mathematical modeling, numerical methods for PDE's, scientific computing |
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visualization |
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Secure communication, Statistical analysis of radio channel |
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bioinformatics, machine learning |
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AlN epitaxy, power devices, Ultrawide bandgap materials |
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student focus |
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High Performance Computing, Machine Learning Systems |
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science, strategic research |
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botanical tree models, computer graphics, interactive modeling methods, physical simulation, real-time rendering, vegetation |
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bioinformatics, Drug Combinations, machine learning |
