Primary Author: Sushmita Bhandari – University of Arizona

Presenter: Sushmita Bhandari – University of Arizona

Co-Author: Alyssa Ryan, PhD – University of Arizona

Primary Author: Ruqaya Alfaris, MS (she/her/hers) – Rowan University

Presenter: Ruqaya Alfaris, MS (she/her/hers) – Rowan University

Co-Author: Mohammad Jalayer – Rowan University

Primary Author: Alex Karner, PhD, MS, BASc – The University of Texas at Austin

Presenter: Alex Karner, PhD, MS, BASc – The University of Texas at Austin

Co-Author: Dana Rowangould, PhD – University of Vermont

Primary Author: Bryan Stebbins – Interstate Bridge Replacement Program

Presenter: Greg Johnson, PE (he/him/his) – Interstate Bridge Replacement (IBR) Program

Primary Author: Marcella Kaplan – University of Tennessee Knoxville

Presenter: Marcella Kaplan – University of Tennessee Knoxville

Co-Author: Kevin Heaslip, PhD – University of Tennessee Knoxville

Primary Author: Trinh N. Hoang, PE (she/her/hers) – Jacobs Engineering Group

Presenter: Trinh N. Hoang, PE (she/her/hers) – Jacobs Engineering Group

Co-Author: Kwaku Obeng-Boampong, PE, PTOE, PMP – Jacobs Engineering Group

Co-Author: Imalka C. Matarage, PhD,PE – Jacobs

Co-Author: Deepak Sampathkumar, EIT – Jacobs Engineering Group

Primary Author: Saloni Deodhar, MSCE – AECOM

Presenter: Saloni Deodhar, MSCE – AECOM

Co-Author: Konstantina Gkritza, n/a – Purdue University

Primary Author: Saloni Deodhar, MSCE – AECOM

Presenter: Saloni Deodhar, MSCE – AECOM

Co-Author: Konstantina Gkritza, n/a – Purdue University

Primary Author: Nami Alsulami, Doctoral Students (he/him/his) – University of Central Florida

Presenter: Nami Alsulami, Doctoral Students (he/him/his) – University of Central Florida

Co-Author: Sudipta Dey Tirtha

Co-Author: Shamsunnahar Yasmin, Ph.D. in Transportation Engineering (McGill University) – Queensland University of Technology

Co-Author: Naveen Eluru, n/a – University of Central Florida

Primary Author: Collin Yarbrough, PE – Southern Methodist University

Presenter: Collin Yarbrough, PE – Southern Methodist University

Co-Author: Janille Smith-Colin, PhD, PE – Southern Methodist University

Primary Author: Chandra R. Bhat, PhD, PE (he/him/his) – University of Texas at Austin

Presenter: Katherine E. Asmussen – University of Texas at Austin

Co-Author: Katherine E. Asmussen – University of Texas at Austin

Co-Author: Aupal Mondal, n/a – University of Texas at Austin

Primary Author: Samuel S. Ricord – University of Washington

Presenter: Samuel S. Ricord – University of Washington

Co-Author: Yinhai Wang – Univ. of Washington

Primary Author: Chandra R. Bhat, PhD, PE (he/him/his) – University of Texas at Austin

Presenter: Samantha M. Anderson – University of Texas at Austin

Co-Author: Samantha M. Anderson – University of Texas at Austin

Co-Author: Katherine E. Asmussen – University of Texas at Austin

Co-Author: Aupal Mondal, n/a – University of Texas at Austin

Co-Author: Shobhit Saxena, PhD – The University of Texas at Austin

Primary Author: Drew Reiter, n/a – West Virginia University

Presenter: Drew Reiter, n/a – West Virginia University

Co-Author: Dimitra Pyrialakou, n/a – West Virginia University

Primary Author: Chandra R. Bhat, PhD, PE (he/him/his) – University of Texas at Austin

Presenter: Dale Robbennolt – University of Texas at Austin

Co-Author: Dale Robbennolt – University of Texas at Austin

Co-Author: Angela Haddad – University of Texas at Austin

Co-Author: Aupal Mondal, n/a – University of Texas at Austin

Primary Author: Chandra R. Bhat, PhD, PE (he/him/his) – University of Texas at Austin

Presenter: Angela Haddad – University of Texas at Austin

Co-Author: Angela Haddad – University of Texas at Austin

Co-Author: Aupal Mondal, n/a – University of Texas at Austin

Primary Author: Ningzhe Xu, Department of Civil, Construction and Environmental Engineering – The University of Alabama

Presenter: Ningzhe Xu, Department of Civil, Construction and Environmental Engineering – The University of Alabama

Presenter: Jun Liu, PhD – University of Alabama

Co-Author: Alexander Hainen, Department of Civil, Construction and Environmental Engineering – The University of Alabama

Co-Author: Steven Jones, PhD – Alabama Transportation Institute

Primary Author: Hyorim Han – Dept. of Urban Engineering., Chungbuk National University

Presenter: Hyorim Han – Dept. of Urban Engineering., Chungbuk National University

Co-Author: Tai-Jin Song, n/a – Dept. of Urban Engineering, Chungbuk National University

Co-Author: Kyuhyuk Kim – Dept. of Urban Engineering, Chungbuk National University

Co-Author: Minsu Won – Dept. of Transport Big Data Division and AI, The Korea Transport Institute

Primary Author: Hyorim Han – Dept. of Urban Engineering., Chungbuk National University

Presenter: Hyorim Han – Dept. of Urban Engineering., Chungbuk National University

Co-Author: Kyuhyuk Kim – Dept. of Urban Engineering, Chungbuk National University

Co-Author: Tai-Jin Song, n/a – Dept. of Urban Engineering, Chungbuk National University

Co-Author: Dong-Ho Kim, n/a – Dept. of Transport Big Data Research Division, The Korea Transport Institute

Primary Author: DeAndre Johnson, MS – University of Virginia

Presenter: DeAndre Johnson, MS – University of Virginia

Co-Author: Cody A. Pennetti, PhD, PE, PMP – University of Virginia

Co-Author: Enhua Liu, P.E. – Virginia Department of Transportation

Co-Author: James H. Lambert, F.ASCE, F.IEEE, F.AAAS, F.Society for Risk Analysis, P.E., D.WRE – University of Virginia

Primary Author: Ruqaya Alfaris, MS (she/her/hers) – Rowan University

Presenter: Ruqaya Alfaris, MS (she/her/hers) – Rowan University

Co-Author: Mohammad Jalayer – Rowan University

Primary Author: Md Nizamul H. Mojumder, Florida International University – Florida International university

Presenter: Md Nizamul H. Mojumder, Florida International University – Florida International university

Co-Author: Yunhi Cui, n/a – National Renewable Energy Lab

Co-Author: Joe Chestnut, n/a – National Renewable Energy Lab

Co-Author: Shivam Sharda, Dr. – National Renewable Energy Laboratory

Co-Author: Xia Jin, Dr. – Florida International University

Co-Author: Venu Garikapati, n/a – National Renewable Energy Laboratory

Primary Author: Kangni Jiang – The University of Texas, Austin

Presenter: Kangni Jiang – The University of Texas, Austin

Co-Author: Kyle Bathgate, n/a – University of Texas at Austin

Presenter: Kyle Bathgate, n/a – University of Texas at Austin

Co-Author: Jingran Sun, n/a – Center For Transportation Research, UT Austin

Co-Author: Shidong Pan – The University of Texas at Austin

Co-Author: Michael R. Murphy, n/a – Center for Transportation Research - UT Austin

Co-Author: Zhe Han, n/a – Center for Transportation Research - UT Austin

Co-Author: Zhanmin Zhang, Ph.D. – The University of Texas at Austin

Primary Author: Nikhil Menon, PhD (he/him/his) – Penn State Harrisburg

Presenter: Nikhil Menon, PhD (he/him/his) – Penn State Harrisburg

Co-Author: Vidya Chandran, MPH, MBA, BDS – Johns Hopkins University

Primary Author: Nikhil Menon, PhD (he/him/his) – Penn State Harrisburg

Presenter: Prasanna Humagain, Ph.D. – North Dakota State University

Presenter: Nikhil Menon, PhD (he/him/his) – Penn State Harrisburg

Co-Author: Prasanna Humagain, Ph.D. – North Dakota State University

Co-Author: Nikhil Menon, PhD (he/him/his) – Penn State Harrisburg

Primary Author: Nami Alsulami, Doctoral Students (he/him/his) – University of Central Florida

Presenter: Nami Alsulami, Doctoral Students (he/him/his) – University of Central Florida

Co-Author: Sudipta Dey Tirtha

Co-Author: Shamsunnahar Yasmin, Ph.D. in Transportation Engineering (McGill University) – Queensland University of Technology

Co-Author: Naveen Eluru, n/a – University of Central Florida

Primary Author: Abimbola Ogungbire – University of North Carolina at Charlotte

Presenter: Abimbola Ogungbire – University of North Carolina at Charlotte

Presenter: Srinivas S. Pulugurtha, Ph.D., P.E., F.ASCE – University of North Carolina at Charlotte

Co-Author: Srinivas S. Pulugurtha, Ph.D., P.E., F.ASCE – University of North Carolina at Charlotte

Co-Author: Hardik R. Gajera – University of North Carolina at Charlotte

Co-Author: Panick Kalambay, n/a – University of North Carolina at Charlotte

Primary Author: seulbi hwang – Dept. of Urban Eng., Chungbuk National University

Presenter: seulbi hwang – Dept. of Urban Eng., Chungbuk National University

Co-Author: Kyuhyuk Kim – Dept. of Urban Engineering, Chungbuk National University

Co-Author: Tai-Jin Song, n/a – Dept. of Urban Engineering, Chungbuk National University

Primary Author: PAUL O. OMULOKOLI – South Carolina State University

Presenter: PAUL O. OMULOKOLI – South Carolina State University

Co-Author: Judith Mwakalonge, Academic Supervisor – South Carolina State University

Co-Author: Saidi Siuhi, Professor – South Carolina State University

Primary Author: Mohammadhosein Pourgholamali, n/a – Purdue University

Presenter: Mohammadhosein Pourgholamali, n/a – Purdue University

Co-Author: Sanaz Kazemzadeh, n/a – Illinois Institute of Technology

Co-Author: Sina Sahebi, n/a – Shahid Beheshti University

Co-Author: Mohammad Miralinaghi – Illinois Institute of Technology

Co-Author: Samuel Labi, n/a – Purdue University

Primary Author: Yueshuai He, PhD (he/him/his) – University of California, Los Angeles

Presenter: Yueshuai He, PhD (he/him/his) – University of California, Los Angeles

Primary Author: Melrose Pan, PhD – Oak Ridge National Laboratory

Presenter: Melrose Pan, PhD – Oak Ridge National Laboratory

Presenter: Alyssa Ryan, PhD – University of Arizona

Co-Author: Alyssa Ryan, PhD – University of Arizona

Co-Author: Melrose Pan

Primary Author: leila azizi – HDR

Presenter: Mohammdmahdi Miraj, Graduate Researcher (he/him/his) – Department of Civil Engineering, Kansas State University, Manhattan, KS, 66506

Co-Author: leila azizi – HDR

Co-Author: Dan Beagan, n/a – CS

Primary Author: Maria Bassil, PhD Candidate – University of Texas at Austin

Presenter: Maria Bassil, PhD Candidate – University of Texas at Austin

Co-Author: Randy Machemehl, Ph.D., P.E. – UT Austin

Co-Author: Heidi W. Ross, P.E. – UT Austin Center for transportation research

Primary Author: Chen Chen, n/a – Oklahoma State University

Presenter: Lukas M. Urbane, MPA (he/him/his) – Oklahoma State University

Co-Author: Haizhong Wang, n/a – Oregon State University

Co-Author: Michael Lindell, n/a – University of Washington

Primary Author: Lambros Mitropoulos – LKM Consulting Engineers and Planners

Presenter: Lambros Mitropoulos – LKM Consulting Engineers and Planners

Co-Author: Panagiotis Tzouras, n/a – National Technical University of Athens

Co-Author: Antonis Karaloulis, n/a – Movenow

Co-Author: Christos Karolemeas, n/a – Movenow

Co-Author: Konstantinos Kepaptsoglou, n/a – National Technical University of Athens

Primary Author: Mohammadjavad Javadinasr, PhD Candidate – University of Illinois at Chicago

Presenter: Sina Asgharpour, PhD student – University of Illinois at Chicago

Co-Author: Sina Asgharpour, PhD student – University of Illinois at Chicago

Co-Author: Motahare (Yalda) Mohammadi, n/a – University of Illinois at Chicago

Co-Author: Abolfazl (Kouros) Mohammadian, n/a – University of Illinois at Chicago

Co-Author: Joshua Auld, PhD – Argonne National Lab

Primary Author: Shubham Rana – California State University, Fresno

Presenter: Shubham Rana – California State University, Fresno

Presenter: Aly M. Tawfik, PTP – California State University, Fresno

Co-Author: Aly M. Tawfik, PTP – California State University, Fresno

Primary Author: Yuandong Liu, n/a – ORNL

Presenter: Majbah Uddin, PhD, EIT – Oak Ridge National Laboratory

Co-Author: Majbah Uddin, PhD, EIT – Oak Ridge National Laboratory

Primary Author: Heng Wei – The University of Cincinnati

Presenter: Heng Wei – The University of Cincinnati

Co-Author: Wei Lin, n/a – University of Cincinnati

Primary Author: Jenna Kirsch, n/a – Macomb County Department of Roads

Presenter: SANTOSH MIRASKAR, MS, P.E., PTOE – ITS, ITE

Co-Author: Ken Yang, n/a – AECOM

Co-Author: Md Mehedi Hasan, Ph.D. – ITE, ITS

Co-Author: John Abraham, PhD, P.E., PTOE (M) – ITE, ITS

Primary Author: Maryam Shaygan (she/her/hers) – University of Delaware

Presenter: Maryam Shaygan (she/her/hers) – University of Delaware

Co-Author: Mark Nejad, n/a – University of Delaware

Primary Author: Alben Rome B. Bagabaldo (he/him/his) – University of California, Berkeley

Presenter: Alben Rome B. Bagabaldo (he/him/his) – University of California, Berkeley

Co-Author: Qianxin Gan, n/a – University of California, Berkeley

Co-Author: Marta C. Gonzalez, n/a – University of California, Berkeley

Co-Author: Alexandre Bayen, n/a – University of California, Berkeley