| Avoiding Collisions in Connected and Autonomous Driving Using Safe Deep Reinforcement Learning Exploration through Control Barrier/Lyapunov Functions | 573 | Bilin Aksun-Guvenc | OSU |
| Enhancing Transportation Policy and Planning for Safety | 574 | Chris Hendrickson | CMU |
| Safe and Efficient Automated Freeway Traffic Control - Phase 3 | 575 | Benjamin Coifman | OSU |
| UTC Safety21: Improve Transportation Infrastructure (Geotechnical Asset) Safety by Reducing the Risks of Landslides - Phase 3 | 578 | Zhuping Sheng | MSU |
| The Effects of Curb Extensions and Stormwater Infrastructure on Traffic Safety in Philadelphia | 579 | Erick Guerra | Penn |
| StreetSavvi: Complete Street AI Companion for Digital Twin Driving | 581 | Erick Guerra | Penn |
| ViCARUS: Vision-centric Connected Autonomy for Vulnerable Road Users' Safety | 582 | Vijayakumar Bhagavatula | CMU |
| Humanoid as Human Assessment for the Safety of Vulnerable Road Users | 583 | Ding Zhao | CMU |
| Analysis of Contributing Factors in Crashes Involving Electric Vehicles and Vehicles with Warning Systems and Level 1 Automated Features: A State Level Analysis | 584 | Corey Harper | CMU |
| Developing a Transportation Workforce to Safely Service, Diagnosis and Repair the new Electric Vehicle Fleet | 585 | Richard Saxton | CCP |
| Guardian Angel - Building Trust in Shared Autonomy Vehicles with Safe Human-Machine Interaction | 586 | Erick Guerra | Penn |
| Smart Trailer Technologies for Data-Driven Safety, Efficiency, and Policy Innovation in Heavy-Duty Fleet Operations | 589 | Pingbo Tang | CMU |
| Enhanced Crash Risk Estimation in Urban Environments: Integrating Multi-Source Data and Advanced Modeling Approaches for the City of Pittsburgh | 590 | Sean Qian | CMU |
| Cost-Effective Radar-Based Depth Perception and Scene Interpretation | 592 | John Dolan | CMU |
| Safe Driving Across Domains | 593 | Peter Zhang | CMU |
| Deep Reinforcement Learning Based Driving Strategies Bootstrapped by Suboptimal Policies | 597 | Keith Redmill | OSU |
| Monitoring of Urban Roadway Safety Hazards from Existing Bus-based Video Imagery: Phase 3 | 601 | Rabi Mishalani | OSU |
| Generating Unsafe Road Activity from LLMs and Road Imagery to Learn Better Safety | 603 | Robert Tamburo | CMU |
| Evaluating Autonomous Vehicles’ Pedestrian Safety Benefits in Road Networks | 604 | Carlee Joe-Wong | CMU |
| CMU F1Tenth Autonomous Racing Capstone Course Support | 608 | John Dolan | CMU |
| RoboRacer.AI - Hands-on Autonomous Vehicle Design, Testing and Deployment | 609 | Rahul Mangharam | Penn |
| Reliable Vehicle Sensing in All Weather Conditions | 610 | Rahul Mangharam | Penn |
| How and to what extent do Vision Zero plans address safety for different road user groups? | 611 | Xiaoxia Dong | Penn |
| Autonomous Driving in Hazardous Conditions: Pushing the Limits of Vehicle Control | 612 | Rahul Mangharam | Penn |
| Cyber Resilience of Connected and Autonomous Transportation Systems (Phase II): Game-theoretic Security Assurance of Network-level Traffic Signal Control | 616 | Mohamadhossein Noruzoliaee | UTRGV |
| Planning and Policy for Safer Roads with Autonomous Vehicles: Decision Making Behavior in Dilemma-inducing Situations - Phase II | 620 | Fatemeh Nazari | UTRGV |
| Validating Safe Intersection Crossing Technology in the Field | 624 | Stephen Smith | CMU |
| Operating Autonomous Vehicles Safely in Common "Edge" Cases | 626 | Raj Rajkumar | CMU |
| Using Autonomous Vehicle Technologies to Improve Workforce Development in Manufacturing, Supply Chain, and EV Repair | 641 | Justin Starr | CCAC |
| Advancing Accessible Bus Transit: Human-Machine Interfaces for Inclusive Communication and Safe Boarding of Passengers with Disabilities | 642 | Sarah Fox | CMU |
