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Research Keyword: complex systems

Faculty: Brown, Kevin
Department: Biomedical Engineering
Excerpt: Multimodal Data Fusion: Combining multiple data sets with complementary spatial and temporal resolution in order to obtain an integrated view of a process of interest is a difficult problem that arises in many disparate contexts. Two examples are (i) combining satellite measurements with ground-based sensors in earth science, and (ii) fusing simultaneous electroencephalographic and functional […]
Categories | Keywords: Bayesian and nonparametric statistics, Biomedical Engineering, Chemical and Biomolecular Engineering, complex systems, inverse problems, mathematical modeling, networks, systems biology

Faculty: Gupta, Shalabh
Department: Electrical & Computer Engineering
Excerpt: Dr. Gupta’s research is focused on the science of autonomy with emphasis on two key areas: Data Analytics and Networked-Intelligent systems. Application examples include complex human-engineered systems such as a network of unmanned vehicles, distributed sensor networks, power grids, aircraft control systems, hybrid vehicles, etc. Some key research areas include autonomous machine perception, information fusion, […]
Categories | Keywords: aerospace systems, complex systems, cyber-physical systems infrastructure and security, data analytics, distributed intelligent systems, Electrical and Computer Engineering, information fusion, manufacturing systems, networked systems, path planning with applications to swarm robotics, sensor networks, smart grids, unmanned autonomous vehicles