Projects & demonstrations
Research made tangible.
Academic and professional work spanning digital twins, sensing, traffic safety, public-sector guidance, and implementation. Open a project for its full story, images, and resources.
AI-Enhanced Traffic Safety Digital Twin
A research platform connecting road-user sensing, SUMO simulation, safety analytics, comparative visualization, and a natural-language interface.
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Tribal and Rural Traffic-Safety Digital Twin
A cost-effective sensing, simulation, and communication system designed to move rural and tribal safety management from observation toward proactive intervention.
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Leveraging AI and Big Data to Enhance Safety Analysis
Machine-learning applications across connected vehicles, street-view imagery, LiDAR, speed prediction, road-user behavior, and surrogate safety measures.
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Cooperative Perception at the Port of Virginia
Road-user detection, tracking, trajectory prediction, and conflict estimation in a complex port traffic environment.
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Transportation Workforce Development
Employer and practitioner research using questionnaires, topic modeling, NLP, statistics, and stakeholder discussion.
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FHWA Intersection Safety Challenge
Detection and tracking models, camera calibration, and field-data workflows for stronger intersection-safety insights.
Open project story ↗Road Safety Strategy and Speed Guidance
Road-safety strategy, rural speed-limit guidance, international coordination, workshops, and plans for high-crash locations.
Open project story ↗Cooperative Multi-Camera Tracking with Edge AI
A cooperative traffic-surveillance concept combining multiple cameras, edge computing, and representation learning for more continuous vehicle tracking.
Open project story ↗Pedestrian and Transit Crash-Severity Modeling
Statistical research identifying the roadway, road-user, environmental, and operational factors associated with pedestrian and urban-transit crash severity.
Open project story ↗Community Safety, Equity, and Rural Data
Data-driven work examining transportation equity, collision demographics in American Indian and Alaska Native communities, and cost-effective rural monitoring.
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Logistics Hubs and Multimodal Master Planning
Freight-demand forecasting, logistics-hub location analysis, multimodal network modeling, and master planning for ports, islands, and growing urban regions.
Open project story ↗Traffic Impact and Corridor Management
Applied traffic simulation, demand forecasting, safety analysis, and geometric design for development impacts and corridor operations.
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