Team

Current Research Staff


William Barbour

William Barbour is a research scientist at the Institute for Software Integrated Systems at Vanderbilt University. He currently works on the I-24 MOTION testbed, seeking to establish a preeminent study area for automated vehicle technologies on an open roadway in Tennessee.

Dr. Barbour received his Ph.D. in civil engineering from Vanderbilt University, an M.S. degree in sustainable and resilient infrastructure systems from the University of Illinois at Urbana-Champaign, and a B.S. in Biosystems Engineering from the University of Tennessee, Knoxville. Dr. Barbour has previously worked at Oak Ridge National Laboratory and CSX Transportation. He has also received graduate funding support from the Roadway Safety Institute and Federal Highway Administration.

William’s career and research interests focus on the application of novel and advanced computational techniques to transportation systems engineering; examples include big data analytics, machine learning, optimization, and artificial intelligence. He has applied these interests in the freight rail transportation domain through ongoing industry collaboration with Class I railroads, where improvements in network operations can lead to capacity and efficiency gains for the system. William’s other domain interests include pedestrian and cyclist accessibility, public transit planning, and transportation policy.

In addition to research, William teaches with Vanderbilt Programs for Talented Youth. In summer 2019, he planned and taught two sections of his new class, Sensors and Big Data Analysis, to gifted high school students from across the United States and abroad at the Vanderbilt Summer Academy. The class included hands-on experiences for students in sensor prototyping, data collection, and data analysis. An abbreviated version of the class will be taught again in fall 2019 at the Weekend at Vanderbilt University program.

Website: William's Website

  • Ph.D, Civil Infrastructure Systems, CEE, Vanderbilt University, 2020
  • M.S., Sustainable and Resilient Infrastructure Systems, CEE, UIUC, 2017
  • B.S., Biosystems Engineering, University of Tennessee, Knoxville, 2015



Current Ph.D. Students


Derek Gloudemans

Derek Gloudemans is a PhD. student in computer science at Vanderbilt University. His undergraduate degree was in civil engineering from Vanderbilt University, where he graduated summa cum laude. Derek has work experience from the Indiana Department of Transportation.

Derek’s career and research interests focus on the usage of computational techniques to address large-scale and multiparameter problems traditionally solved using human intuition, with a particular emphasis on computer vision. Current work focuses on leveraging creating real-time methods for tracking objects across multiple continuous camera fields of view. Past projects have included fast joint object tracking and detection algorithms, utilizing computational techniques to analyze social distancing compliance, algorithms for vehicle turning movement counting at intersections on edge compute devices, and fault detection in the freight rail sector using machine learning. Derek is also interested in large-scale urban planning with a focus on sustainability, mobility and equality of service.

  • Ph.D, Computer Science, CEE, Vanderbilt University 2022 (expected)
  • B.S., Civil and Environmental Engineering, Vanderbilt University, Nashville, 2018



George Gunter

George Gunter is a PhD student in Civil Engineering and the Insitute for Software Integrated Systems at Vanderbilt University. He earned his B.S. from the University of Illinois at Urbana Champaign. His research interests are broadly in applications of cyber-physical systems to civil infrastructure, specializing in smart and connected transportations sytems with a focus on traffic cmodeling and control.

  • Ph.D, Civil Infrastructure Systems, CEE, Vanderbilt University 2023 (expected)
  • B.S, Civil Infrastructure Systems, CEE, University of Illinois 2019



Yue Hu

Yue Hu is a PhD candidate in computer science at Vanderbilt University and the Institute for Software Integrated Systems. She earned her M.S. in Systems Engineering at the Department of Civil and Environmental Engineering in University of California at Berkeley. She earned her B.S. in Civil and Environmental Engineering from Tongji University, China. She previously joined FaceBook as a machine learning engineer intern.

Yue’s research is focused on machine learning, data mining, deep learning on graphs, and anomaly detection, with application on real world systems. Her current research include using sensing technologies, large mobility datasets, and advanced analytics to understand urban traffic congestion and predict traffic conditions at city scales.

Website: Yue's Website

  • Ph.D, Computer Science, Vanderbilt University, 2022 (expected)
  • M.S., Systems Engineering, University of California at Berkeley, 2018
  • B.S., Civil and Environmental Engineering, Tongji University, China, 2017



Matt Nice

Matt Nice is a PhD student in Civil Engineering and the Insitute for Software Integrated Systems at Vanderbilt University. He earned his M.Eng in Cyber-Physical Systems at Vanderbilt University. He earned his B.S.E. at Tulane University. His research interests are broadly in transportation cyber-physical systems. That includes autonomous vehicles, sensor networks, and human-in-the-loop systems. He is focused on empirical successes from research ideas.

  • Ph.D, Civil Infrastructure Systems, CEE, Vanderbilt University 2024 (expected)
  • M.Eng., Cyber Physical Systems, Vanderbilt University 2019
  • B.S.E., Biomedical Engineering, Tulane University 2018



Yanbing Wang

Yanbing Wang is a doctoral student in Civil Engineering and the Institute for Software Integrated Systems at Vanderbilt University. She earned a B.S. in Civil and Environmental Engineering in 2018 from University of Illinois at Urbana-Champaign. Yanbing is a recipient of the Dwight D. Eisenhower Graduate Transportation Fellowship, and has won the Sidney P. Colowick Graduate Scholar Award from Vanderbilt University. During her undergraduate studies, she co-founded a non-profit organization, Bridges to Prosperity, and helped rural communities in Guatemala and Panama construct pedestrian bridges that allow safe access to local amenities.

Yanbing's current study is focused on nonlinear system identification, state estimation and control. She is also interested in machine learning and data-driven methods for traffic and driving behavior analysis. She previously joined Toyota as a research intern to design personalized adaptive cruise control on vehicles.

Website: Yanbing's Website

  • Ph.D., Civil and Environmental Engineering, Vanderbilt University, 2023 (expected)
  • B.S., Civil and Environmental Engineering, University of Illinois at Urbana-Champaign, 2018



Yuhang Zhang

Yuhang Zhang is a PhD student in Civil Engineering and the Institute for Software Integrated Systems at Vanderbilt University. He earned his M.S.E in Civil and Systems Engineering at the Johns Hopkins University and his B.E. in Civil Engineering from Central South University, China. His research interests lie primarily in intelligent transportation systems and his current research is focusing on smart traffic management utilizing artificial intelligence.

  • Ph.D, Civil Infrastructure Systems, CEE, Vanderbilt University 2026 (expected)
  • M.S.E., Civil and Systems Engineering, Johns Hopkins University 2021
  • B.E., Civil Engineering, Central South University, China, 2019



Current M.S. Students


Caroline Janssen

Caroline Janssen is a master's student in civil and environmental engineering at Vanderbilt University. She is currently working as a graduate research assistant in Prof. Dan Work's lab at the Institute for Software Integrated Systems, and is co-advised by Prof. Mark Abkowitz.

Caroline's career and research interests focus on smart cities and sustainable transportation and infrastructure development. She has completed research on the effects of adaptive cruise control on traffic flow and on e-scooter policy in peer cities. Presently, she's working on community surveys to analyze the impact of COVID-19 on commuting and mode choice.

  • M.S., Civil and Infrastructure Engineering, CEE, Vanderbilt University, 2021 (expected)
  • B.E., Civil and Environmental Engineering, Vanderbilt University, 2020



Caleb Van Geffen

Caleb Van Geffen is a masters student majoring in Civil and Infrastructure Systems (CIS). He graduated from Vanderbilt University as well with a B.S. in Computer Science and has been working in the lab since his sophomore year of undergrad. He currently works in the lab as a graduate research assistant at the Institute for Software Integrated Systems. He most recently worked in the Cyber division at KPMG in Summer 2021 before starting his masters.

Caleb captains and runs on the NCAA Division 1 and SEC cross country team here at Vanderbilt. He trains year-round running anywhere from 90-105 miles per week around the city of Nashville. The events he races are the 5K, 8K, and 10K.

His research interests involve the intersection of computer science and transportation in order to make smarter, more informed decisions. Caleb is currently staffed on the I-24 Smart Corridor ATCMTD project to assist in building an AI system to respond to incidents on the interstate in real-time. He worked on data-driven methods for e-scooter parking to benefit urban areas when he was an undergraduate.

  • M.S., Civil and Infrastructure Systems, CEE, Vanderbilt University, December 2022 (expected)
  • B.S., Computer Science, Vanderbilt University, 2021



Current Undergraduate Researchers


Nicole Gloudemans

Nicole is a second-year undergraduate student in mechanical engineering at Vanderbilt University. Nicole's long-term career interests are in robotics and autonomous agents.

Currently, Nicole is working on computer vision related projects, utilizing computer aided design software to create synthetic data for augmentation of image datasets and for training object re-identification algorithms. Nicole is also working on image-to-image translation of noisy traffic data. In the past, Nicole has worked on designing, building and testing a multi-camera mount for collection of traffic data.

  • B.E., Mechanical Engineering, Vanderbilt University, 2022 (expected)



Gracie Gumm

Gracie Gumm is an undergraduate student in civil and environmental engineering at Vanderbilt University. She is currently working as an undergraduate research assistant in Prof. Dan Work's lab at the Institute for Software Integrated Systems.

Gracie’s career and research interests include the intersections between emerging technologies and public policy surrounding transportation infrastructure. She is currently collaborating on a project to determine the effects of autonomous and connected vehicles on fuel consumption. Previously, she worked to collect field data regarding the flow on I-24 during peak congestion hours.

Outside of research, Gracie is involved on campus as a founding and executive member of Girls Who Code. Additionally, she works as an Undergraduate Teaching Assistant through Vanderbilt's Program for Talented Youth for the course Computer Science: Tools for Enhancing Cybersecurity.

  • B.E., Civil and Environmental Engineering, Vanderbilt University, 2023 (expected)



Ao Qu

Ao(Leo) is a senior at Vanderbilt University with majors in mathematics and computer science and minors in economics and scientific computing. He is passionate about using quantitative methods to study and improve intelligent transportation systems. In the past, he has worked with Yue on machine learning based anomaly detection algorithms for traffic and urban sensors. His current research focuses on predicting the impact of traffic incidents using graph neural networks.

  • B.S, Computer Science; B.A, Mathematics(Honors), Vanderbilt, 2022(Expected)



Ricardo Sandoval

A native of El Salvador, Ricardo Sandoval moved to Nashville, Tennessee to study Computer Science in the Department of Electrical Engineering and Computer Science at Vanderbilt University. At Vanderbilt, Ricardo is a member of the Ingram Scholars Program — a service-oriented merit scholarship that seeks to foster the idea of combining a successful business or professional career with a lifelong commitment to finding solutions to critical societal problems.

Ricardo is interested in finding ways in which technology can create a more environmentally sustainable and equitable world. The research he does on micro mobility at Dr. Dan Work’s lab aligns perfectly with his personal and professional interests. Ricardo is currently helping develop a Shared Urban Mobility Device (SUMD) data analytics platform, in which he uses large-scale historical data to quantitatively asses the quality of the built environment.

  • B.S., Computer Science, Vanderbilt University, 2022 (expected)



Arthur Sung

From Seoul, South Korea, Arthur is an undergraduate student in Computer Science at Vanderbilt University. He is working as an undergraduate researcher in Prof. Dan Work's lab at the Institute for Software Integrated Systems.

Arthur's research area is currently focused on visualizing data created from the I-24 MOTION testbed under the supervision of Ph.D. Student Yanbing Wang and Dr. William Barbour. Outside of research Arthur is involved in 2 team projects as a Full Stack Developer and a Product Manager : creating an automated inventory management system for a local non-profit organization as a Change++ member, and creating a dining hall review application for Vanderbilt Students. Arthur is currently working with the Vanderbilt Student Government and hopes to launch this application by the end of the year.

  • B.S., Computer Science, Vanderbilt University, Winter 2022 (expected)



Alumni

Past Postdoctoral Researchers


Shimao Fan

  • Ph.D. Applied and Computational Mathematics, Temple University, 2013.
  • B.S. Applied and Computational Mathematics, HuaZhong University of Science and Technology, 2007.
  • Position after completion: Union Bank, NA



Past Ph.D. Students


Yanning Li

  • Position after graduation: Virgin Hyperloop One
  • Ph.D, Sustainable and Resilient Infrastructure Systems, CEE, UIUC 2017
  • M.S., Mechanical Engineering, KAUST 2012
  • B.S., Mechanical Engineering, Zhejiang University 2011



Raphael Stern

  • Position after graduation: Assistant Professor, University of Minnessota
  • Ph.D, Sustainable and Resilient Infrastructure Systems, CEE, University of Illinois, 2018 (expected)
  • M.S., Sustainable and Resilient Infrastructure Systems, CEE, University of Illinois, 2015
  • B.S., CEE, Minor in Statistics, University of Illinois, 2013



Ye Sun

  • Position after completion: Boston Consulting Group.
  • Ph.D, Sustainable and Resilient Infrastructure Systems, CEE, UIUC 2017
  • M.S., Sustainable and Resilient Infrastructure Systems, CEE, UIUC, 2014
  • B.S., Civil Engineering, Tsinghua University, 2012



Ren Wang

  • Position after graduation: Apple, Inc.
  • Ph.D, Sustainable and Resilient Infrastructure Systems, CEE, UIUC 2015
  • M.S., Industrial and Enterprise Systems Engineering, CEE, UIUC, 2013
  • B.S., Transportation Engineering, Beijing University of Technology, 2010



Past M.S. Students


Siting Chang

  • Position after graduation: M.S. program, Computer Science, UIUC
  • M.S., Civil and Environmental Engineering, UIUC, 2012
  • B.S., Transportation Engineering, Jilin University, 2010



Brian Donovan

  • Position after graduation: Uber
  • M.S. Civil and Environmental Engineering UIUC, 2015
  • B.S. Computer Science (Machine Intelligence), Purdue, 2013



Sudeep Gowrishankar

  • Position after graduation: DMC Engineering
  • M.S., Mechanical Engineering, 2013
  • B.S., Mechanical Engineering, UIUC, 2011



Robin Guers

  • Position after graduation: Apple, Inc.
  • M.S., Aerospace Engineering, UIUC, 2013 (co-advised with Prof. Cedric Langbort)
  • M.S., Aerospace Engineering, ISAE SUPAERO, 2011



Reece Otsuka

  • Position after graduation: Enercon Services
  • M.S., Civil and Environmental Engineering, UIUC, 2014 (co-advised with Prof. Junho Song)
  • B.S., Civil Engineering, Massachusetts Institute of Technology, 2012



Samuel J. Rivera Aparicio

  • Position after graduation: PhD program, Civil Engineering, UIUC.
  • M.S., Sustainable and Resilient Infrastructure Systems, CEE, UIUC, 2013 (co-advised with Prof. Barbara Minsker and Prof. Dan Roth)
  • B.S., Civil Engineering, University of Puerto Rico, Mayaguez Campus, 2011



Fangyu Wu

  • Position after graduation: Ph.D. program, University of California at Berkeley
  • M.S., Sustainable and Resilient Infrastructure Systems, CEE, UIUC, 2018 (expected)
  • B.S., Sustainable and Resilient Infrastructure Systems, CEE, UIUC, 2015



Past Research Staff


Camilo Vega

  • Position after completion: M.S. program, Technology Management, UIUC
  • B.S., Electronics Engineering, University of Los Andes, Colombia, 2010



Research Interns and Undergraduate Students

(VS) indicates visiting student; (VU) indicates Vanderbilt student; (I) indicates UIUC student; year indicates beginning of visit, collaboration, or employment in the group.
  • Nam Dau [ VU ], BS, Computer Science, 2019
  • Daniel Chen [ VU ], BS, Civil and Environmental Engineering, 2019
  • Matthew Estopinal [ VU ], BS, Electrical Engineering and Computer Science, 2019
  • Nikki Gloudemans [ VU ], BS, Mechanical Engineering, 2019
  • Brandon Hall [ VS ], BS, Electrical and Computer Engineering, 2019
  • Jazon Jiao [ VU ], BS, Electrical Engineering and Computer Science, 2019
  • Ricardo Sandoval [ VU ], BS, Electrical Engineering and Computer Science, 2019
  • Caleb Van Geffen [ VU ], BS, Electrical Engineering and Computer Science, 2019
  • Derek Gloudemans [ VU ], BS, Civil and Environmental Engineering, 2018
  • George Gunter [ I, VS ], BS, Civil and Environmental Engineering, 2017
  • Yuhao Lu [ I ], BS, Mathematics, 2017
  • Yanbing Wang [ I ], BS, Civil and Environmental Engineering, 2017
  • Bochen Xu [ I ], BS, Computer Science, 2017
  • Chris Chen [ I ], BS, Electrical and Computer Engineering, 2016
  • Miles Churchill [ I ], BS, Civil and Environmental Engineering, 2016
  • Nimit Agrawal [ I ], BS, Computer Science, 2015
  • Juan Carlos Martinez Mori [ I ], BS, Civil and Environmental Engineering, 2015
  • Fangyu Wu [ I ], BS, Civil and Environmental Engineering, 2015
  • Guangyu Zhou [ I ], BS, Computer Science, 2015
  • Thomas Breier [ VS ], BS, Technical University of Munich, Germany, 2014
  • Chase Duncan [ I ], BS, Computer Science, 2014
  • Maya Meng [ I ], BS, Computer Science, 2014
  • Alec Mori [ I ], BS, Computer Science, 2014
  • Meng Hang [ I ], BS, Civil and Environmental Engineering, 2013
  • Bhinav Sura [ I ], BS, Computer Science, 2013
  • Mostafa Reisi Gahrooei [ VS ], Ph.D., Georgia Institute of Technology, 2012
  • Jon Que [ I ], BS, Civil and Environmental Engineering, 2012
  • Raphael Stern [ I ], BS, Civil and Environmental Engineering, 2012
  • Sebastien Deprez [ VS ], BS, Ecole Polytechnique, France, 2011
  • Eileen Walz [ I ], BS, Civil and Environmental Engineering, 2011

Student Awards and Reseaerch Internships

  • William Barbour, Top Doctoral Fellow; Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2019
  • Derek Gloudemans, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2019
  • Yanbing Wang, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2019
  • William Barbour, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2018
  • William Barbour, Eno Fellowship, Eno Transportation Foundation, 2018
  • William Barbour, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2017
  • Raphael Stern, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2017
  • Fangyu Wu, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2017
  • Juan Carlos Martinez Mori, Melih T. Dural Undergraduate Research Prize, Department of Civil and Environmental Engineering, UIUC, 2017
  • William Barbour, Student of the Year, Roadway Safety Institute University Transportation Center, 2016
  • William Barbour, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2016
  • William Barbour, Research Intern, CSX Tranpsportation, 2016
  • Ye Sun, Helene M. Overly Memorial Graduate Scholarship, WTS Greater Chicago Area Chapter, 2015
  • William Barbour, Departmental Fellowship, Department of Civil and Environmental Engineering, UIUC, 2015
  • Raphael Stern, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2015
  • Raphael Stern, Best Transportation Systems Presentation Award, 4th Annual International PhD Student Conference, Harbin, China, 2015
  • Raphael Stern, Conference Travel Award, Graduate College, UIUC, 2015
  • Yanning Li, Chester P. Siess Award for Student Conference Travel, Department of Civil and Environmental Engineering, UIUC, 2015
  • Fangyu Wu, Grant Shaw Award, Department of Civil and Environmental Engineering, UIUC, 2015
  • Juan Carlos Martinez Mori, Grant Shaw Award, Department of Civil and Environmental Engineering, UIUC, 2015
  • Ren Wang, Research Intern, IBM Ireland Research Lab, Dublin, Ireland, 2015
  • Ye Sun, Research Intern, IBM Research Collaboratory, Singapore, 2014
  • Raphael Stern, Eno Fellowship, Eno Transportation Foundation, 2014
  • Raphael Stern, Dwight David Eisenhower Transportation Fellowship, US Department of Transportation, 2014
  • Raphael Stern, Data Science for Social Good Fellow, Eric and Wendy Schmidt Foundation, 2014
  • Brian Donovan, Departmental Fellowship, Department of Civil and Environmental Engineering, UIUC, 2013
  • Ye Sun, Departmental Fellowship, Department of Civil and Environmental Engineering, UIUC, 2013
  • Samuel Rivera, Graduate Research Fellowship, National Science Foundation, 2013