Data Science

Miscellaneous Projects

Interoperability of Legacy Devices: Defined the scope of the workshop, and invited over 20 researchers from buildings, transportation, and the electric grid. Planned the structure …

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Health-Related Projects

Selected Publications: Visualization of Epidemic Simulation Data Web Platform for COVID-19 Analysis and Visualization Visualization of Probabilistic Tractograms

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Climate-Related Projects

Ocean Simulation Development: Implemented “analysis members” (output variables) for MPAS-Ocean (Model for Prediction Across Scales) in Fortran90. in collaboration with physics and …

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Human Dimensions of Energy Systems

Leadership Co-led a team of 5 researchers for 1.5 years of the project. Mentored a postdoctoral researcher and guided development of interactive visualization tools for the …

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Real-Time Connected Autonomous Vehicle (CAV) Control for Ecodriving

Leadership Coordinated cross-functional team, including industry partners and researchers, to ensure smooth integration of vehicle on-board software, cloud-based communication …

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Campus Digital Twin

Selected Publications: Computer Vision Based Traffic Monitoring Virtual Reality Digital Twins of Smart Cities

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Population Dynamics and Building Occupancy

Settlement and Building Detection in Satellite Imagery Managed a project team of 9 scientists to scale up CNN-driven settlement detection and building detection workflows to full …

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Chattanooga Digital Twin for Transportation

Leadership Led the data science team in deriving insights from different sensor data through analysis, visualization, and machine learning. Served as technical lead during the …

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