20–24 July 2026 | Technical University of Munich | ISTTT26

Conference Program

Preliminary program for the 26th International Symposium on Transportation and Traffic Theory in Munich. Use the search field to find papers, authors, sessions, or topics.

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09:00–10:00

Registration

Alte Kongresshalle

10:00–10:30

Opening Session

Alte Kongresshalle

10:30–11:00

Coffee Break

Alte Kongresshalle

11:00–12:00

1a Traffic assignment

Alte Kongresshalle

#61

A general algorithm for traffic assignment problems with continuously distributed user attributes

Authors: Qianni Wang, Hui Li, Jun Xie, Yu Nie and Jiayang Li

#125

Queue Replacement Approach to Dynamic User Equilibrium Assignment with Route and Departure Time Choice

Authors: Takara Sakai, Takashi Akamatsu and Koki Satsukawa

12:00–13:00

1a Traffic assignment

Alte Kongresshalle

#75

A Scalable Descent Algorithm for Network Design Problems

Authors: Jing Yu, Qianni Wang, Yu Nie and Jiayang Li

#221

Large-Scale Inverse Learning of User Equilibrium via Multiconvex Optimization

Authors: Zhichen Liu, Yafeng Yin, Xi Lin and Zihao Wang

13:00–14:00

Lunch Break

Alte Kongresshalle

14:00–15:00

1b Traffic flow theory

Alte Kongresshalle

#67

Urban Network Percolation and Traffic Dynamics: Hysteresis, Critical Exponents, and Resilience

Authors: Jorge Laval

#286

A Comprehensive Model of Traffic Shockwave Propagation

Authors: Nachuan Li, Hani Mahmassani, Alireza Talebpour and Samer Hamdar

15:00–16:00

Lightning Talk

Alte Kongresshalle

16:00–17:30

Alte Kongresshalle

#35

Lyapunov-based Stability Analysis of Car-Following Models Incorporating Stochasticity and Delays

Authors: Weijie Yu, Ying Luo, Xuedong Hua, Wei Wang and Dong Ngoduy

#39

Rethinking How Car-Following Models Should Be Calibrated: A Multi-level Calibration Framework

Authors: Pengcheng Fan, Zuduo Zheng and Tong Chen

#82

On the Cost-effectiveness of Modular Transit Systems: An Analytical Approach

Authors: Yuhao Liu, Mónica Menéndez and Zhibin Chen

#108

Multimodal Multiscale Signal-Vehicle Coupled Control

Authors: Shakiba Naderian, Qiangqiang Guo and Xuegang Ban

#147

Bus lane design problem with Steiner tree constraints to account for road congestion

Authors: Satoshi Sugiura, Fumitaka Kurauchi, Kam-Fung Cheung, Michael G.H. Bell and Glenn Geers

#173

Unveiling Traffic Wave of Linear Adaptive Cruise Control: A Second-order Macroscopic Traffic Flow Model

Authors: Zihao Li, Quyuan Lin, Fan Pu, Soyoung Ahn, Yunlong Zhang, Jiwan Jiang and Yang Zhou

#213

On Path-based Marginal Cost of Heterogeneous Traffic Flow for General Networks

Authors: Jiachao Liu and Sean Qian

#225

Improvement-Based Day-to-Day Route Choice Dynamics with Marginal Social Cost Pricing: Convergence to Social Optimum under Asymmetric Information

Authors: Wen-Long Jin and Siwei Hu

#227

Learning-based Model Predictive Control for Train Timetabling and Rolling Stock Circulation Planning with Flexible Train Composition on Y-type Metro Lines

Authors: Kun Ji, Yihui Wang, Andrea D'Ariano, Zhengwen Liao, Jiateng Yin and Xiaoyu Liu

#250

Incorporating Worse Cases into Day-to-day Traffic Dynamics Model

Authors: Zhaoqi Zang and David Z.W. Wang

#268

Dynamic Carsharing Operations with Vehicle Relocation, Service Pricing and Complimentary Upgrade: A Choice-Based Optimization Approach

Authors: Mengjie Li, Haoning Xi and Chi Xie

17:30–18:30

1b Traffic flow theory

Alte Kongresshalle

#128

Spatiotemporal Traffic State Estimation in Unobservable Areas between Boundary Detectors via Physics-Informed Machine Learning

Authors: Bicheng Xu, Lu Bai, Wai Wong, Yuan Zheng, Xudong Ren, Pan Liu, Shen Li and S.C. Wong

#172

Network-Wide Spatiotemporal Speed and Flow Estimation Under Recurrent and Non-Recurrent Traffic Conditions: A Physics-Informed Computational Graph Framework

Authors: Shao-Jie Liu, William Lam, Hao Fu, Qionghua Liao, Jianjun Wu and Wei Ma

19:30

Reception -- (Hani's memorial?) (Vorhoelzer Forum)

Alte Kongresshalle

09:30–10:30

1c Car following

Alte Kongresshalle

#70

When Context Is Not Enough: Modeling Unexplained Variability in Car-Following Behavior

Authors: Chengyuan Zhang, Zhengbing He, Cathy Wu and Lijun Sun

#114

Capturing Behavioral Heterogeneity for Traffic Flow: A Scalable and Personalized Decomposition Approach

Authors: Wissam Kontar, Yongju Kim, Xinzhi Zhong and Soyoung Ahn

10:30–11:00

Coffee Break

Alte Kongresshalle

11:00–12:00

1c Car following / 1d Traffic control

Alte Kongresshalle

#223

How do human factors impact on the explanatory power of longitudinal driver models?

Authors: Vincenzo Punzo, Davide Iannelli, Andrea Saltelli and Marcello Montanino

#281

A perimeter control-route guidance framework of urban networks with priorities

Authors: Can Chen and Nikolas Geroliminis

12:00–13:00

1d Traffic control

Alte Kongresshalle

#57

A Stochastic Delay Model for Signal-Free Intersections

Authors: Alireza Soltani, David Levinson and Mohsen Ramezani

#154

On the Stability of Decentralized Max-Pressure Traffic Signal Control

Authors: Razi Zoabi, Saif Eddin Jabari and Jack Haddad

13:00–14:00

Lunch Break

Alte Kongresshalle

14:00–15:00

3 Public Transport

Alte Kongresshalle

#64

A Bayesian Markov Mesh Regime-Switching Regression Model for Bus Travel Time Forecasting

Authors: Xiaoxu Chen, Martin Trépanier and Lijun Sun

#244

Robust Train Timetabling Based on Realized Operations: An Integrated Data-Driven Approach

Authors: Ping Huang, Andrea D'Ariano, Yuxiang Yang, Gongyuan Lu and Francesco Corman

15:00–16:00

Lightning Talk

Alte Kongresshalle

16:00–17:30

Alte Kongresshalle

Market-based Trip Planning for Autonomous Shuttles

Authors: Soheila Aalami and Srinivas Peeta

#15

The Increasing Gap Dynamics in a General Spatial Matching Model

Authors: Andrés Fielbaum, Roberto Cominetti and Jose Correa

#41

Coordinated Dispatching and Routing for Human Couriers and Autonomous Delivery Vehicles under Uncertainties

Authors: Haoyi Fei and Wei Liu

#76

Two-Region Mixed Autonomy Network with Park-and-Ride: Macroscopic Modeling, Microscopic Validation, and Multi-Scenario Analysis

Authors: Yifan Li, Ziyuan Gu, Nan Zheng, Wei Ma and Zhiyuan Liu

#113

Flexible and Reliable Network Design for Emerging Transportation Services: Multi-stage Stochastic Programming Approach

Authors: Riki Kawase, Koki Satsukawa and Toru Seo

#118

Regulating Crowdsourced Parcel Delivery Services with Order Consolidation and Traffic Congestion

Authors: Manzi Li, Xi Lin, Tianming Liu, Zhuoye Zhang and Yafeng Yin

#135

When air meets ground: Modeling the congestion externalities of urban air mobility in integrated air-ground transportation networks

Authors: Zhenwei Gong, Zhuoye Zhang and Fangni Zhang

#156

Analyzing and Predicting Multidirectional Cyclist-Pedestrian Interactive Behaviours in Different Road Environments

Authors: Qiuyun Luan, Bo Du, Cheng Zhang and Jun Shen

#233

Integrating Mean-Field Game Theory with Bounded-Acceleration Models for Optimizing CAV Trajectories in Highway Traffic

Authors: Mostafa Ameli, Negin Alisoltani, Megan Khoshyaran and Jean-Patrick Lebacque

#255

A Two-Echelon Mobile Charging System for Electric Vehicles with Trucks and Autonomous Charging Robots

Authors: Kechen Ouyang, David Z W Wang, Yitong Yu and Qingyun Tian

#285

Examining Impacts of MobilityLogisticsCoins on Delivery Services using an Agent- and Activity-Based Simulation Framework

Authors: Anke Ye, Roman Engelhardt, Klaus Bogenberger

17:30–18:30

2 Travel demand

Alte Kongresshalle

#186

Graph neural networks for residential location choice: connection to classical logit models

Authors: Zhanhong Cheng, Lingqian Hu, Yuheng Bu, Yuqi Zhou and Shenhao Wang

#205

Impacts of within-day decision-making within a stochastic process traffic assignment model

Authors: Takamasa Iryo, David Watling and Martin Hazelton

19:30

Gala Dinner (tbd)

Alte Kongresshalle

09:30–10:30

3 Public Transport

Alte Kongresshalle

#62

Transit design, transportation policy and location-mode choice in the era of telework

Authors: Tianxing Dai and Yu Nie

#97

A Generalizable Hierarchical Bayesian Framework for Estimating Network-Level Transit OD from Heterogeneous Data Sources

Authors: Javad Esmailpour, Saeid Saidi and Neema Nassir

10:30–11:00

Coffee Break

Alte Kongresshalle

11:00–12:00

3 Public Transport

Alte Kongresshalle

#107

Operating Efficient Public Transport with Load-Based Schedule-Free and Conventional Services

Authors: Jan Dirk Schmoecker, Wenzhe Sun and Achille Fonzone

#278

Dynamic Random Bipartite Matching under Spatiotemporal Heterogeneity for Mobility Services

Authors: Shiyu Shen and Yanfeng Ouyang

12:00–13:00

3 Public Transport

Alte Kongresshalle

Strategic Analysis meets the Black Box in Public Transport Network Design

Authors: Valentina Gomez, Sergio Jara-Diaz and Andrés Fielbaum

#63

Mobility-as-a-service (MaaS) system as a multi-leader-multi-follower game: A single-level variational inequality (VI) formulation

Authors: Rui Yao, Xinyu Ma and Kenan Zhang

13:00–14:00

Lunch Break

Alte Kongresshalle

14:00–15:00

Special Session

Alte Kongresshalle

15:00–16:00

3 Public Transport /2 Travel Demand

Alte Kongresshalle

#58

A driving credit allocation and redemption scheme for mobility management with heterogeneous commuters

Authors: Shao-Song He, Hongxing Ding, Xinwei Li, Hai-Jun Huang and Hai Yang

#116

Optimizing Flexible Bus Operation under Demand Uncertainty and Integration with Fixed-route Transit

Authors: Enoch Lee, Tianming Liu, Manzi Li and Hong K. Lo

16:00–17:00

2 Travel demand / 4 Automation

Alte Kongresshalle

#92

NeuralMetric: An Accurate and Efficient Real-time Safety Metric for Automated Driving Systems

Authors: Xintao Yan, Haowei Sun, Jialeng Ni, Haojie Zhu, Shuo Feng and Henry Liu

#176

Bilevel subsidy-enabled mobility hub network design with perturbed utility coalitional choice-based assignment

Authors: Hai Yang and Joseph Chow

17:00–17:30

Coffee Break

Alte Kongresshalle

17:30–18:30

4 Automation

Alte Kongresshalle

#69

A bottleneck model with shared autonomous vehicles: Scale economies and price regulations

Authors: Koki Satsukawa and Yuki Takayama

19:30

Closing party with karaoke (tbd, organized by AGIMO)

Alte Kongresshalle

09:30–10:30

4 Automation

Alte Kongresshalle

#91

From Micro to Macro Flow Modeling: Characterizing Heterogeneity of Mixed-Autonomy Traffic

Authors: Chenguang Zhao and Huan Yu

#109

Can Entanglement and Coherence of Quantum Games get us closer to Connected and Autonomous Lane-Free Traffic?

Authors: Lina Kattan and Kinda Chakas

10:30–11:00

Coffee Break

Alte Kongresshalle

11:00–12:00

5 Other topics

Alte Kongresshalle

#181

Dynamic Deployment and Service Pricing of Upstream Check-in Counters in Competitive Multi-airport Region

Authors: Enoch Lee, Yue Huai, Hong K. Lo and Anming Zhang

#259

Fostering Data Collaboration in Digital Transportation Marketplaces: The Role of Privacy-Preserving Mechanisms

Authors: Qiqing Wang, Haokun Yu and Kaidi Yang

12:00–13:00

5 Other topics + Closing Ceremony

Alte Kongresshalle

#239

Dynamic Senior-Centric Type Matching Optimization for Mobility-on-Demand Management in Aging Societies

Authors: Xiaolei Zhu, Yang Liu and Li Zhang

#279

Joint Estimation of a Semi-Markov Decision Process Model of Vacant Taxi Matching and Routing in a Large Network

Authors: Guocheng Jiang and Song Gao

13:00–14:00

Lunch Break

Alte Kongresshalle

14:00–16:30

Meet The Editors

Alte Kongresshalle

16:30

Technical Tour (Mobility Innovation Campus)

Alte Kongresshalle

09:00–10:00

Coffee

TUM

10:00–11:00

Keynote 1: Bliemer

TUM

11:00–12:00

Keynote 2: Anke

TUM

12:00–13:00

Lunch

TUM

13:00–14:00

Poster Session

TUM

14:00–15:00

Keynote 3: Robert

With TUM VT and MP

TUM