Event Calendar
Past Event
NUTC Seminar Series| "Investigating Vulnerabilities in Autonomous Vehicle Perception Algorithms" - Saif Eddin Jabar, NYU
Northwestern University Transportation Center
4:00 PM
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Ruan Conference Center, Chambers Hall
Details
Abstract
Autonomous vehicles (AVs) rely on deep neural networks (DNNs) for critical tasks such as environment perception—identifying traffic signs, pedestrians, and lane markings—and executing control decisions like braking, acceleration, and lane changing. However, DNNs are vulnerable to adversarial attacks, including structured perturbations to inputs and misleading training samples that can degrade performance. This presentation begins with an overview of adversarial training, emphasizing the impact of input sizes on DNNs' vulnerability to cyberattacks. Subsequently, I will share our recent findings that explore the hypothesis that DNNs learn piecewise linear relationships between inputs and outputs. This conjecture is crucial for developing both adversarial attacks and defense strategies in machine learning security. The last part of the presentation will focus on recent work on using error-correcting codes to safeguard DNN-based classifiers.
Bio
Saif Jabari is a Global Network Associate Professor of Civil and Urban Engineering at New York University. His research interests center on theoretical aspects of traffic flow, specifically topics related to modeling uncertainty and emergent phenomena. The applications focus on traffic operations problems, including traffic state estimation and prediction, distributed traffic control, and cybersecurity.
Prior to joining NYUAD, Jabari was a Post-Doctoral Researcher in the Mathematical Sciences and Analytics Department at the IBM T.J. Watson Research Center in Yorktown Heights, NY. Jabari received his Ph.D. in Civil Engineering from the University of Minnesota, Twin Cities in 2012 and his B.Sc. degree in Civil Engineering from in the University of Jordan in 2001.
Time
Thursday, April 24, 2025 at 4:00 PM - 5:00 PM
Location
Ruan Conference Center, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
Welcome & Breakfast for New McCormick PhD Students
McCormick School of Engineering and Applied Science
9:00 AM
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LR2, Technological Institute
Details
Enjoy a welcome from Dean Christopher A. Schuh and other McCormick leaders, and receive a Northwestern Engineering T-shirt. A free breakfast on the Tech East Plaza will follow.
Time
Monday, September 14, 2026 at 9:00 AM - 10:30 AM
Location
LR2, Technological Institute Map
Contact
Calendar
McCormick School of Engineering and Applied Science
Welcome & Luncheon for New Full-time Graduate Students
McCormick School of Engineering and Applied Science
11:00 AM
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Ryan Family Auditorium, Technological Institute
Details
Enjoy a welcome from Dean Christopher A. Schuh and other McCormick leaders, and receive a Northwestern Engineering T-shirt. A free lunch on the Tech East Plaza will follow.
Time
Tuesday, September 22, 2026 at 11:00 AM - 12:30 PM
Location
Ryan Family Auditorium, Technological Institute Map
Contact
Calendar
McCormick School of Engineering and Applied Science
NUTC Seminar Series: "New Tricks for Old Bureaucracies: Improving Policy Outcomes in the Public Sector" - Joshua Schank, InfraStrategies
Northwestern University Transportation Center
4:00 PM
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Chambers Hall
Details
Abstract
Dr. Joshua Schank will discuss his latest book, written with Emma Huang and Marla Westervelt Berg, which offers pragmatic lessons for driving change inside public agencies from the people who've done it.
Transit agencies across the country are navigating shrinking budgets, pressure to attract new riders, and growing demands to bring on new technologies. New Tricks for Old Bureaucracies, written by three veterans of Los Angeles Metro's Office of Extraordinary Innovation (OEI), is a guide for those in public transit, and people who care about the mission of any government organization. It offers a practical, honest account of what it actually takes to drive change from inside a large public agency.
While working at OEI, an office within LA Metro, Dr. Schank launched on-demand transit, enabled automated bus-lane enforcement, advanced congestion pricing, and built a strategic plan that still guides Metro today, all while learned hard lessons about what makes change stick and what makes it stall.
Dr. Schank is now a partner at InfraStrategies LLC, Professor at UCLA, and the Executive Director of the ACES Mobility Coalition, a public sector led advocacy organization dedicated to advancing shared autonomous mobility. He works with transit agencies across the country to advance new ideas.
Bio
Joshua Schank is the Managing Partner at InfraStrategies, a transportation and financial advisory firm, where he leads a practice focused on innovation, strategic planning, and technology. He also serves as the Executive Director of the Autonomous, Connected, Electric, and Shared (ACES) Mobility Coalition, and is a Senior Fellow in the Institute for Transportation Studies at the University of California, Los Angeles (UCLA) and a Research Associate at the Mineta Transportation Institute. His latest book is “New Tricks for Old Bureaucracies: Improving Public Policy Outcomes in the Public Sector”.
Prior to joining InfraStrategies and UCLA, Dr. Schank was the first-ever Chief Innovation Officer (CIO) of the Los Angeles County Metropolitan Transportation Authority (Metro). Dr. Schank joined Metro in 2015 to establish the agency’s Office of Extraordinary Innovation (OEI), which fostered innovations to improve mobility, equity and environmental outcomes across LA County. Dr. Schank led an office that shaped Metro’s high-level strategic vision, serving as a liaison to the academic community, designing, piloting and implementing innovative programs and policies, and engaging entrepreneurs and businesses to develop public-private-partnerships. Dr. Schank helped create and lead numerous transformative Metro projects including the Vision 2028 Strategic Plan, Metro Micro, Mobility on Demand, Metro’s Traffic Reduction Study, Better Bus, two Pre-Development Agreements for the Sepulveda Transit Corridor, a Public-Private-Partnership for the West Santa Ana Branch, and an aerial tram from Union Station to Dodger Stadium.
Dr. Schank previously served as President and CEO of the Eno Center for Transportation, a leading national transportation policy think-tank based in Washington, D.C. Prior to that he led the National Transportation Policy Project at the Bipartisan Policy Center and has worked as a consultant for Parsons Brinkerhoff (now WSP) and ICF International. Dr. Schank served as Transportation Policy Advisor to Senator Hillary Clinton (D-NY) during the authorization ofSAFETEA-LU and is also the co-author of All Roads Lead to Congress: The $300 Billion Fight Over Highway Funding. Dr. Schank holds a Ph.D. in Urban Planning from Columbia University, and a Master of City Planning from the Massachusetts Institute of Technology. He began his career working on behalf of the riders of the Metropolitan Transportation Authority in New York City and has never lost that spirit. He lives in Los Angeles with his wife and two sons.
Time
Thursday, October 1, 2026 at 4:00 PM - 5:00 PM
Location
Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
NUTC Seminar Series: "Human Mobility Beyond Aggregate Patterns"-Jürgen Hackl, Princeton University
Northwestern University Transportation Center
4:00 PM
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Ruan Conference Center, Chambers Hall
Details
Abstract:
Human mobility is often described through aggregate quantities such as origin-destination flows, travel distances, or traffic volumes. While these representations reveal important regularities, they can obscure how individuals actually move through transportation networks: the paths they take, how previous movements shape subsequent decisions, and how behavior varies across people and environments. In this talk, I will present recent work that shifts the focus from aggregate mobility patterns toward the structure and heterogeneity of individual movement. Drawing on empirical GPS data, agent-based simulations, and higher-order network models, we investigate how sequential dependencies shape mobility and its predictability, how faithfully commonly used benchmarks and synthetic populations reproduce observed human movement, and how mobility behavior changes across different built environments. Across these studies, a common picture emerges: systems that appear remarkably similar at an aggregate level can differ substantially in their path structure, behavioral diversity, and predictability. These findings highlight the opportunities offered by emerging mobility data and simulation models and motivate new network-based approaches for understanding, predicting, and designing transportation systems that better reflect how people actually move.
Bio:
Dr. Jürgen Hackl is an Assistant Professor of Civil and Environmental Engineering at Princeton University, where he leads the Complex Infrastructure Systems group. His research lies at the intersection of network science, transportation, and infrastructure systems, with a particular focus on human mobility, spatial-temporal and higher-order networks, uncertainty quantification, and data-driven modeling of complex systems. His work develops new methods to understand how people, information, and resources move through infrastructure networks and how these dynamics can be represented, predicted, and incorporated into simulation and decision-making.
He received his PhD from ETH Zürich in 2019 and subsequently held research and faculty positions at the University of Zürich, the University of Liverpool, and the University of Cambridge before joining Princeton in 2023. His research spans transportation, power, and urban infrastructure systems and combines methodological advances in network science with applications to the analysis, design, and resilience of complex engineered systems.
Time
Thursday, October 8, 2026 at 4:00 PM - 5:00 PM
Location
Ruan Conference Center, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
NUTC Seminar Series: Stephen Walsh, Northwestern
Northwestern University Transportation Center
4:00 PM
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Chambers Hall
Details
Time
Thursday, October 15, 2026 at 4:00 PM - 5:00 PM
Location
Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
NUTC Seminar Series: "Pricing ride-hailing in Chicago: Can ride-hailing become more of a complement and less of a competitor to transit?" - Greg Erhardt, University of Kentucky
Northwestern University Transportation Center
4:00 PM
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Ruan Conference Center, Chambers Hall
Details
Abstract:
Past literature has explored the degree to which ride-hailing complements or competes with public transit. The evidence suggests that while individual trips sometimes do connect to transit or occur in areas or not well served by transit, ride-hailing trips are most concentrated in the densest parts of urban areas where transit service is good. The result is a shift from transit to ride-hailing, adding congestion to the roads that are most congested already. This talk presents two studies exploring how we might counteract that effect through pricing.
The first evaluates Chicago's Ground Transportation Tax (GTT) update of January 6, 2020, which increased fees on solo rides and all downtown ride-hailing between 6am and 10pm. Using a novel policy-sensitive direct ridership model estimated on open data before and after the GTT update, we measure the effect of the pricing change on ride-hailing volume, mode choice, and ride-sharing behavior across Chicago census tracts.
The second study proposes and evaluates a revenue pricing scheme in which per-trip taxes on transit-competitive rides are used to subsidize rides that serve areas or times with limited transit access. Applied over a full day, the scheme would diminish transit competition, reduced vehicle miles traveled, andreduces passenger cost — providing the potential to shift ride-hailing from transit competitor to complement.
Bio:
Greg Erhardt is a Raymond-Blythe Associate Professor of Civil Engineering at the University of Kentucky, a Hans Fischer Fellow at the Institute for Advanced Study, Technical University of Munich, and a Senior Advisor to Bay Area Metro. He earned an MS in Civil Engineering from Northwestern in 2002. The first study was co-authored with Richard Alexander Mucci at the University of Kentucky, and the second with Zhihua Jin, Rolf Moeckel and Allister Loder at Technical University of Munich.
Time
Thursday, October 22, 2026 at 4:00 PM - 5:00 PM
Location
Ruan Conference Center, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center
NUTC Seminar Series: Sikai Chen, University of Wisconsin-Madison
Northwestern University Transportation Center
4:00 PM
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Ruan Conference Center, Chambers Hall
Details
Time
Thursday, October 29, 2026 at 4:00 PM - 5:00 PM
Location
Ruan Conference Center, Chambers Hall Map
Contact
Calendar
Northwestern University Transportation Center