TRANSIT-GYM: A Simulation and Evaluation Engine for Analysis of Bus Transit Systems. - Ruixiao Sun; Rongze Gui; Himanshu Neema; Yuche Chen; Juliette Ugirumurera; Joseph Severino; Philip Pugliese; Aron Laszka; Abhishek Dubey (SMARTCOMP, 2021)

Adaptive Urban Traffic Signal Control for Multiple Intersections: An LQR Approach. - Jiho Park; Tong Liu; Chieh Wang 001; Andy Berres; Joseph Severino; Juliette Ugirumurera; Airton G. Kohls; Hong Wang 001; Jibonananda Sanyal; Zhong-Ping Jiang (ITSC, 2022)

Deploying a Model Predictive Traffic Signal Control Algorithm - A Field Deployment Experiment Case Study. - Qichao Wang; Joseph Severino; Harry Sorensen; Jibonananda Sanyal; Juliette Ugirumurera; Chieh Wang 001; Andy Berres; Wesley B. Jones; Airton G. Kohls; Rajesh Paleti Ravi VenkataDurga (ITSC, 2022)

A Machine Learning Method for Real-Time Traffic State Estimation from Probe Vehicle Data. - Erik A. Bensen; Joseph Severino; Juliette Ugirumurera; Qichao Wang; Jibonananda Sanyal; Wesley B. Jones (ITSC, 2023)

A Machine Learning Method for Predicting Traffic Signal Timing from Probe Vehicle Data. - Juliette Ugirumurera; Joseph Severino; Erik A. Bensen; Qichao Wang; Jane MacFarlane (CoRR, 2023)

Smart Mobility in the Cloud: Enabling Real-Time Situational Awareness and Cyber-Physical Control Through a Digital Twin for Traffic. - Haowen Xu; Andy Berres; Srikanth B. Yoginath; Harry Sorensen; Phil Nugent; Joseph Severino; Sarah A. Tennille; Alex Moore; Wesley B. Jones; Jibonananda Sanyal (IEEE Trans. Intell. Transp. Syst., 2023)

Machine Learning for Equitable Load Shedding: Real-time Solution via Learning Binding Constraints. - Yuqi Zhou; Joseph Severino; Sanjana Vijayshankar; Juliette Ugirumurera; Jibo Sanyal (CoRR, 2024)