R-SEAT Showcases Research at TRB 2026: Cleveland State University (CSU)

CSU Poster Presentation
The R-SEAT Center proudly highlights research contributions from Cleveland State University (CSU) presented at the 2026 TRB Annual Meeting. As part of the R-SEAT consortium, the following posters were showcased:
  • Physics-Informed Neural Networks for Adaptive Traffic Signal Control and Congestion Mitigation
    Authors: Ntemi Methusela Masanja; Abdul Ngereza; Tumaini Sakaza; Philip Balyagati; Emmanuel Kidando
  • Hierarchical Bayesian Analysis of Prehospital Timelines for Elderly Adults in Rural and Urban Motor Vehicle Crashes
    Authors: Philip F. Balyagati; Abdul S. Ngereza; Emmanuel Kidando; Josiah Owusu-Danquah; Angela E. Kitali; Panick Kalambay
  • Predicting Collision Patterns Among Elderly Drivers Using Kolmogorov-Arnold Networks and FARS Data
    Authors: Philip F. Balyagati; Ntemi M. Masanja; Faraji A. Rajabu; Abdul S. Ngereza; Emmanuel Kidando; Angela E. Kitali
  • A Literature Review on the Integration of Game Theory and Artificial Intelligence in Traffic Signal Control
    Authors: Tumaini Sakaza; Emmanuel Kidando
  • Influence of the Factors Associated with Micromobility Crashes on the Injury Sustained
    Authors: Abdul Ngereza; Panick Kalambay; Angela Kitali; Emmanuel Kidando; Jeffrey Walters; Heather Dillon
These contributions demonstrate impactful, collaborative research aligned with USDOT priorities and R-SEAT’s mission to advance safe, efficient, and resilient transportation systems. Photos from the event and full posters are available bellow.
Congratulations to all CSU presenters and collaborators for their impactful contributions at TRB 2026.