University of Maryland
Ali Haghani
A data-driven framework for traffic incident duration prediction

Cinzia Cirillo
Agent Based Simulation Suite for Public Transit Planning and Design

Gang Len Chang
Integrating Progression Band and Delay Optimization for Arterials with Unbalanced Directional Traffic

Paul Schonfeld
Optimized Development of Multi-modal Transportation Networks

Xianfeng Yang
Ecological Driving System for Connected Automated Vehicles: A New Model Predictive Control Framework

Morgan State University
Mehdi Shokouhian
Promoting Commute Equity in Maryland: A Machine Learning-Based Model Development Proposal

Celeste Chavis
High Spatiotemporal Passenger-Centric Transit Performance Measures using Archived GTFSReal Time Data

Young-Jae Lee
Competitiveness, User Preference, and Willingness-to-Pay for Peer-to-Peer Ridesharing Service

San Jose State University
Ahoura Zandiatashbar
Research and Development: A Bike Equity iMap for the San Francisco Bay Area

Susan Shaheen, Adam Cohen
Early Understanding of Advanced Air Mobility (AAM): Public Perceptions of Opportunities and Obstacles

North Dakota State University
Pan Lu
Mobility and Safety Analysis of Mixed Traffic with Connected and Autonomous Vehicles in Rural and Small Urban Area under Severe Weather Conditions

Pan Lu/Ying Huang
Analysis on Traffic Safety and Mobility for Tribal Communities under Severe Weather Conditions

University of Maryland
Paul Schonfeld (UMD), Ilya Ryzhov (UMD), Young-Jae Lee (MSU)
Planning and Operation of Flexible-route Transportation Services for Persons and Freight


Cinzia Cirillo (UMD), Anna Alberini (UMD), Pan Lu (NDSU)
Evaluating Greenhouse Gas Emissions from Mobile Device Location Data (MDLD)

Morgan State University
Di Yang (MSU), Mansoureh Jehiani (MSU), Terry Yang (UMD), Kofi Nyarco (MSU)
Exploring the joint relationship between mobility and safety by mining connected vehicle data: A case study in Maryland