• Machine Learning for Smart Mobility
• Connected Automated Vehicles
• Transportation Data Analytics and Privacy
• Traffic Safety & Operations

Federal Grants:

• Visual-Enhanced Cooperative Traffic Operations (VECTOR) System. US Department of Energy. 
• OAC Core: Stochastic Simulation Platform for Assessing Safety Performance of Autonomous Vehicles in Winter Seasons. National Science Foundation.
• CAREER: Physics Regularized Machine Learning Theory: Modeling Stochastic Traffic Flow Patterns for Smart Mobility Systems. National Science Foundation. 
• The Baltimore City SS4A Action Plan: Modeling Injury and Health. Federal Highway Administration (through Baltimore City DOT)
• Center for Multi-Modal Mobility in Urban, Rural, and Tribal Areas. US Department of Transportation
• Sustainable Mobility and Accessibility Regional Transportation Equity Research Center. US Department of Transportation

State Grants:

• Improving Roadway Debris Clearance for CHART Responders. MDOT State Highway Administration.
• Evaluating MDOT SHA’s Facility Maintenance Technician’s (FMT) Training Program. MDOT State Highway Administration.

ENCE688V Advanced Topics in Civil Engineering: Smart Mobility and Connected Communities