Data Science

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Transportation

How can we make traffic safer and more efficient? Transportation accounts for 30% of energy consumption world-wide, and traffic delays are at an all-time high. In the United …

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Human Behavior

Why should we study human behavior? Picture this. It’s an average day. You wake up, brush your teeth, make coffee, and get ready for work. If you have a kid, you get them ready to …

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Energy

What do I like about energy? Energy is such a broad topic! After spending many years on the energy end use side of things (traffic and building energy), working at NREL has …

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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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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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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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Campus Digital Twin

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

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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 and Health

Ocean Simulation Development The Model for Prediction Across Scales (MPAS) is an effort to model oceans, land ice, sea ice, and atmosphere for use in climate research and weather …

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