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Microgrids, Power electronics, Renewable integrations, Renewable-based power systems |
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Wireless Communications |
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integrated photonics, on-chip laser |
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artificial intelligence, Computer Vision, Deep learning, Generative AI and LLMs |
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Computer Vision, Scientific Visualization, UAV |
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computer graphics, machine learning, Scientific Visualization |
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astronomy, dense linear algebra, GPU Computing, High Performance Computing |
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integrated photonics, Nonlinear Optics, Numerical Modeling, Phased Arrays |
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data analysis, MATLAB, Programming language, Web Technologies |
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electromagnetics, High Performance Computing |
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Computer Vision, Deep learning, machine learning |
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Federated learning, machine learning |
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computational methods, genomics, graph mining, machine learning, pathway design |
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artificial intelligence, Computational Neuroscience, Computer Vision, Electroencephalograms, machine learning |
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bayesian inference, combustion, computational fluids mechanics, High Performance Computing, uncertainty quantification |
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computer graphics, machine learning, Scientific Visualization |
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cybersecurity |
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augmented reality, computer graphics, Virtual Reality and Interfaces |
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Next-generation Wireless Networks, Optical Wireless Communication |
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artificial intelligence, bioinformatics, cheminformatics, data mining, drug discovery, toxicogenomics |
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Panagiotis Kalnis, Professor, Computer Science
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infoclouds, supercomputing |
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Computer Vision, Deep learning, machine learning |
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Computer Vision |
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bioinformatics, machine learning |
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augmented reality, computer graphics, GPU Computing, Scientific Visualization, virtual reality |
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Peter Richtarik, Professor, Computer Science
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algorithms, big data, machine learning, optimization |
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aerospace design, applied mathematics, Earth systems, energy efficiency, quantitative flow analysis |
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Peter Wonka, Professor, Computer Science
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computer graphics, Computer Vision, Deep learning, machine learning, remote sensing |
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Computer Vision |
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Compressive Sensing, computational imaging, micro and nanofabrication, optical system design |
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knowledge graph mining |
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data mining, machine learning |
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project management, scientific research, software development |
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dense linear algebra, High Performance Computing, Performance optimization |
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bioinformatics, machine learning |
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Computer Vision, Deep learning, machine learning |
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Deep learning, machine learning |
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image processing, inverse problems, optimization |
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computational methods, data integration, graph mining, machine learning |
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reconfigurable computing |
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2D materials, biomedical devices, semiconductor |
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Computer science |
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Astrophysics Visualization, real-time rendering, Scientific Visualization |
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autonomous vehicles, LEO Satellite Security, Security and Privacy |
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bioinformatics, High Performance Computing, image processing, machine learning, structural biology |
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bioscience, machine learning, statistical analysis |
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explainable AI framework, Graph Neural Networks, Reinforcement Learning |
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Robert Hoehndorf, Associate Professor, Computer Science
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artificial intelligence, bioinformatics, biomedical data, knowledge representation, Neuro-Symbolic AI, neuro-symbolic methods |
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data mining, Natural Language Processing, text mining |
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Roberto Di Pietro, Professor, Computer Science
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Critical Infrastructure Protection, cybersecurity, Distributed Systems Security, On-line Social Networks |
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computer graphics, data analysis, visualization |
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artificial intelligence, genome |
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human body communication, IoT |
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algorithms, big data |
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artificial intelligence, machine learning |
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machine learning, Signal processing, Wireless Communications |
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artificial intelligence, electronics, integrated circuits, IoT |
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bioinformatics, cancer, machine learning, Ontologies, text mining |
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computer graphics, Computer Vision, image processing, Scientific Visualization |
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artificial intelligence, genomics, healthcare, statistical methods |
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LiDAR, optical computing |
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collective, communication, computer networking and systems, HPC |
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bioinformatics, data integration, data mining, information extraction, named entity recognition |
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embedded systems, IoT, Signal processing |
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artificial intelligence, bioinformatics, Deep learning, machine learning |
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discrete optimization, machine learning |
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Compressed Sensing Approach, Multi-carrier Systems |
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Computer Vision, Deep learning, machine learning |
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bioinformatics, Computational biology, machine learning, protein structure prediction |
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data mining, machine learning |
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data mining |
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Computer Vision, Long-Form Video Understanding, Temporal Action Detection |
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