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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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Cyber Security, resilient cyber-physical |
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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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Tien Khee Ng, Principal Research Scientist, Photonics Laboratory
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bioinformatics, machine learning |
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agricultural productivity, agriculture, crop health, environmental modeling, machine learning, precision agriculture, remote sensing, sustainable agricultural |
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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 |
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Automous Vehicles |
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Biosensors, chemical sensors, sensors |
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robust optimization, Signal processing for wireless communications |
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data mining, machine learning |
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CMOS hybrid circuits, Spin-based electronics |
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Finite element methods, numerical analysis, numerical PDEs, PDEs, scientific computing |
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control systems, intelligent systems, RISC, robotics |
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machine learning, reconfigurable computing |
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Metric graphs, numerical analysis, optimal control problems, Stochastic fractional differential equations |
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photonics, primalight |
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applied statistics, bioinformatics, Computational biology, data analysis, data mining, machine learning |
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2D materials, Aptasensors, bioengineering, nanomaterials |
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applied geometry, computational geometry, discrete differential geometry, geometric modeling, geometry processing |
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artificial intelligence, Computer Vision, Deep generative models, Mobile AI, Video Understanding |
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Deep learning, MIMO radars, Next generation wireless communications, Signal processing |
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wireless communication |
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bandwidth allocation, Channel modeling, mmWave/Terahertz communications |
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Applied Probability, Regression Models, Survival analysis, Time Series |
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Optical Systems and Communications, Wireless Optical Sensing |
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KACARE, nanotechnology, TAQNIA |
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batched linear algebra, GPU Computing, hierarchical matrices, High Performance Computing, kblas |
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machine learning, Signal processing |
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Mathematical modeling, numerical analysis |
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Coding and information theory, Lattice theory |
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spatio-temporal statistics, statistics |
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Capacity analysis of wireless systems, Secure communications |
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Effective Capacity Analysis, intelligent reflecting surfaces, Physical layer security, Stochastic Geometry, Terahertz signals, Underwater Acoustic Communication, wireless communication |
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laser physics, machine learning, Non-Hermitian Photonics, Nonlinear Optics |
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Cognitive radio network, Cooperative relay network, Embedded system developing, MPLS network |
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flexible electronics, nanofabrication, sensors, wearable devices |
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broadband photonics-aided terahertz communication and sensing, LiDAR, Optical Phased Array |
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diodes, Electromagnetic metamaterials, printed electronics |
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Photonics and optoelectronics, solar energy |
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bioinformatics, Computational biology |
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Control Theory, Controller design, Time-scale calculus |
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Photonics and optoelectronics |
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Photonics and optoelectronics |
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brain-inspired computation, material based gas sensing, spiking neural networks |
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cloud computing, edge computing, IoT, NFV, SDN |
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Computational Photography, computer graphics, inverse methods, optics |
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Environmental Statistics, spatial varying coefficients regression |
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Knowledge representation and reasoning, machine learning |
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deep learning, explainable AI, geospatial statistics, infectious disease, Public Health, Spatial epidemiology, spatio-temporal modeling, Time Series Analysis |
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Computer Vision, Deep learning, remote sensing |
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Latent variable models |
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biosensing, FMCW radar, photonics, quantum dot lasers, quantum information processing, Silicon photonics |
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machine learning, wireless communication |
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differential game theories, mean-field games |
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communication networks, Optical communications, optical wireless communicaitons, photonics |
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data mining, machine learning |
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Analog-to-digital converters, phase retrieval, Sparse Sampling |
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