Co-Author: Aditya S. Kushwah, MS – Calstart

Primary Author: Deepak Tripathi, MS (he/him/his) – CALSTART

Presenter: Deepak Tripathi, MS (he/him/his) – CALSTART

Submitter: Aditya S. Kushwah, MS – Calstart

Co-Author: Eleftheria Kontou, PhD (she/her/hers) – University of Illinois at Urbana-Champaign

Presenter: Eleftheria Kontou, PhD (she/her/hers) – University of Illinois at Urbana-Champaign

Primary Author: Ruolin Zhang, n/a – University of Illinois Urbana-Champaign

Submitter: Eleftheria Kontou, PhD (she/her/hers) – University of Illinois at Urbana-Champaign

Primary Author: Boyang Zhang, AICP (he/him/his) – AECOM

Presenter: Boyang Zhang, AICP (he/him/his) – AECOM

Co-Author: Catherine McCreight, M.B.A. – Texas Department of Transportation

Presenter: Catherine McCreight, M.B.A. – Texas Department of Transportation

Co-Author: John Song, Ph.D., P.E., P.T.O.E. – AECOM

Presenter: John Song, Ph.D., P.E., P.T.O.E. – AECOM

Submitter: Boyang Zhang, AICP – AECOM

Primary Author: Tumlumbe Juliana Chengula (she/her/hers) – South Carolina State University

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

Co-Author: Gurcan Comert, Professor – Benedict College

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

Submitter: Tumlumbe Juliana Chengula (she/her/hers) – South Carolina State University

Primary Author: Apurva Pamidimukkala, PhD – University of Texas at Arlington

Co-Author: Sharareh Kermanshachi, PhD, P.E. – University of Texas at Arlington

Co-Author: Jay M. Rosenberger, PhD (he/him/his) – The University of Texas at Arlington

Co-Author: Greg Hladik, PhD, MS, BS (he/him/his) – The University of Texas at Arlington

Submitter: Apurva Pamidimukkala, PhD – University of Texas at Arlington

Co-Author: Eazaz Sadeghvaziri, PhD – Mercer University

Presenter: Eazaz Sadeghvaziri, PhD – Mercer University

Co-Author: Ramina Javid (she/her/hers) – Morgan State University

Presenter: Ramina Javid (she/her/hers) – Morgan State University

Primary Author: Nidia E. Constantin, Undergraduate Research Assistant (she/her/hers) – Mercer University

Presenter: Nidia E. Constantin, Undergraduate Research Assistant (she/her/hers) – Mercer University

Submitter: Nidia E. Constantin, Undergraduate Research Assistant – Mercer University

Primary Author: Sadman Sakib, n/a – Chittagong University of Engineering & Technology

Co-Author: Mohammad Iftekhar Tasin, n/a – Chittagong University of Engineering & Technology

Co-Author: Shams Tanvir, Ph.D., P.E., M. ASCE – California State University- Long Beach

Presenter: Shams Tanvir, Ph.D., P.E., M. ASCE – California State University- Long Beach

Submitter: Sadman Sakib – Chittagong University of Engineering & Technology

Primary Author: Ricardo Chahine, MS (he/him/his) – Purdue University

Presenter: Ricardo Chahine, MS (he/him/his) – Purdue University

Co-Author: Konstantina Gkritza, F. ASCE (she/her/hers) – Purdue University

Submitter: Ricardo Chahine, MS (he/him/his) – Purdue University

Primary Author: Vasantha Wickramasinghe, BSc. Eng., MEng. PhD – UoP

Co-Author: Dhanushka Madusanka Herath, BSc. Eng. – University of Peradeniya

Presenter: Sunanda Dissanayake, PhD, P.E., F.ASCE – Kennesaw State University

Submitter: Vasantha Wickramasinghe, Dr. – UoP

Primary Author: Dorlins A. Villalobos, MPP (she/her/hers) – Leonard Transportation Center

Co-Author: Jordan M. Leffew, MPP – Leonard Transportation Center

Co-Author: Carolina Carlos (she/her/hers) – Leonard Transportation Center

Co-Author: Yasamin Rasouli, n/a – Leonard Transportation Center

Submitter: Dorlins A Villalobos – Leonard Transportation Center

Primary Author: Janie B. Mauter, PE – Barge Design Solutions

Presenter: Janie B. Mauter, PE – Barge Design Solutions

Submitter: Janie B. Mauter, PE – Barge Design Solutions

Primary Author: Vasantha Wickramasinghe, BSc. Eng., MEng. PhD – UoP

Co-Author: Dhanushka Madusanka Herath, BSc. Eng. – University of Peradeniya

Presenter: Sunanda Dissanayake, PhD, P.E., F.ASCE – Kennesaw State University

Submitter: Vasantha Wickramasinghe, Dr. – UoP

Primary Author: Nikhil Menon, Ph.D. – Penn State Harrisburg

Co-Author: Brian M. Staes, MS, EI – Oregon State Univeristy

Co-Author: Robert Bertini, Ph.D., P.E. – Oregon State University

Submitter: Nikhil Menon, Ph.D. – Penn State Harrisburg

Primary Author: Jun Liu, PhD – University of Alabama

Presenter: Javier Pena-Bastidas, n/a – University of Alabama

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

Co-Author: Zihe Zhang, n/a – The University of Alabama

Submitter: Jun Liu, PhD – University of Alabama

Primary Author: Bruno Cesar Krause Moras, n/a – Purdue University

Co-Author: Prasanna Humagain, Phd – Metro analytics

Co-Author: Konstantina Gkritza, F. ASCE (she/her/hers) – Purdue University

Submitter: Bruno Cesar Krause Moras – Purdue University

Co-Author: Lisa L. Losada-Rojas, n/a – The University of New Mexico

Presenter: Lisa L. Losada-Rojas, n/a – The University of New Mexico

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

Submitter: Lisa L. Losada-Rojas – The University of New Mexico

Primary Author: Javed Bari, PhD, PE, M.ASCE (he/him/his) – North South University

Presenter: Javed Bari, PhD, PE, M.ASCE (he/him/his) – North South University

Co-Author: Afia Tithi, n/a – North South University

Co-Author: Md. Sakibul Alam, n/a – North South University

Co-Author: Md. Rawshan Shanto, n/a – North South University

Co-Author: Naim Sarker, n/a – North South University

Co-Author: Faria Tabassum, MS, M.ASCE (she/her/hers) – Flood Control District, Maricopa County

Presenter: Faria Tabassum, MS, M.ASCE (she/her/hers) – Flood Control District, Maricopa County

Submitter: Javed Bari, Ph.D., PE, M.ASCE – North South University

Primary Author: Abiodun Rowland Oloye (he/him/his) – Morgan State University, National Transportation Center

Co-Author: Eazaz Sadeghvaziri, PhD – Mercer University

Submitter: Abiodun Rowland Oloye – Morgan State University, National Transportation Center

Primary Author: David Holguin-Mejia (he/him/his) – Purdue University

Co-Author: Kenny Chandra Wijaya, Purdue ID Card – Purdue University

Co-Author: Isaiah C. Mwamba, MSCE (he/him/his) – Purdue University

Co-Author: Deepak Benny, Msc, MBA (he/him/his) – Purdue University

Co-Author: Konstantina Gkritza, F. ASCE (she/her/hers) – Purdue University

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

Submitter: David Holguin – Purdue University

Primary Author: Heng Wei – The University of Cincinnati

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

Co-Author: Zhixia Li, n/a – University of Cincinnati

Co-Author: Dong Nian – University of Cincinnati

Submitter: Heng Wei – The University of Cincinnati

Primary Author: Mark Mishler – Frederick County Government

Co-Author: Mahmoud Arafat, PhD – Prince William County

Presenter: Mahmoud Arafat, PhD – Prince William County

Submitter: Mahmoud Arafat, PhD – Frederick County Government

Primary Author: Kenny Chandra Wijaya, Purdue ID Card – Purdue University

Co-Author: Konstantina Gkritza, F. ASCE (she/her/hers) – Purdue University

Co-Author: Prasanna Humagain, Phd – Metro analytics

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

Submitter: Kenny Chandra Wijaya – Purdue University

Primary Author: Mahyar Vahedi Saheli, n/a – Utah State University

Presenter: Mahyar Vahedi Saheli, n/a – Utah State University

Co-Author: Patrick A. Singleton, PhD – Utah State University

Co-Author: Antje Graul, n/a – Utah State University

Submitter: Mahyar Vahedi Saheli – Utah State University

Presenter: Fariba Soltani Mandolakani – Utah State University

Primary Author: Preety Saini, MCP (she/her/hers) – Indian Institute of Technology Kharagpur

Co-Author: Debapratim Pandit, PhD – Indian Institute of Technology Kharagpur

Submitter: Preety Saini – Indian Institute of Technology Kharagpur

Primary Author: Maria Bassil, PhD – AECOM

Co-Author: Carolina Baumanis, M.S.C.E. – University of Texas at Austin

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

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

Submitter: Maria Bassil, PhD – AECOM

Presenter: Maria Bassil, PhD – AECOM

Primary Author: Mingwei Guo, n/a – North Dakota State University

Presenter: Mingwei Guo, n/a – North Dakota State University

Co-Author: Asad Ali (he/him/his) – North Dakota State University

Co-Author: Talha Ahmed (he/him/his) – North Dakota State University

Co-Author: Ying Huang, PhD – North Dakota State University

Co-Author: Pan Lu, PhD – North Dakota State University

Submitter: Mingwei Guo, Ph.D. Candidate – North Dakota State University

Presenter: Daud Nabi Hridoy, n/a – VTECH

Co-Author: RIFA TASNIA, n/a – North Carolina Agricultural and Technical State University

Co-Author: Venktesh Pandey, PhD (he/him/his) – North Carolina A&T State University

Co-Author: Hyoshin (John) Park, n/a – old dominion university

Primary Author: Md Sami Hasnine, n/a – Virginia Tech

Submitter: Md Sami Hasnine – Virginia Tech

Primary Author: Viswa Sri Rupa Anne, MSc (she/her/hers) – Georgia Institute of Technology

Co-Author: Srinivas Peeta, Ph.D. – Georgia Institute of Technology

Submitter: Viswa Sri Rupa Anne, MSc (she/her/hers) – Georgia Institute of Technology

Primary Author: Suhail Asghar, n/a – Pennsylvania State University - Harrisburg

Presenter: Suhail Asghar, n/a – Pennsylvania State University - Harrisburg

Co-Author: B Raghuram Kadali, n/a – National Institute of Technology, Warangal

Co-Author: Nikhil Menon, Ph.D. – Penn State Harrisburg

Submitter: Suhail Mid-Colonial District – The Penn State University

Primary Author: Amiy Varma, Ph.D, PE, AICP, PTOE, M.ASCE (he/him/his) – AAAJ LLC

Presenter: Amiy Varma, Ph.D, PE, AICP, PTOE, M.ASCE (he/him/his) – AAAJ LLC

Submitter: Amiy Varma, Ph.D, PE, AICP, PTOE, M.ASCE (he/him/his) – AAAJ LLC

Primary Author: Can Cui – University of South Florida

Submitter: Can Cui – University of South Florida

Co-Author: Eazaz Sadeghvaziri, PhD – Mercer University

Presenter: Eazaz Sadeghvaziri, PhD – Mercer University

Co-Author: Ramina Javid (she/her/hers) – Morgan State University

Presenter: Ramina Javid (she/her/hers) – Morgan State University

Primary Author: Maxwell H. Wood, Undergraduate Research Assistant (he/him/his) – Mercer University

Presenter: Maxwell H. Wood, Undergraduate Research Assistant (he/him/his) – Mercer University

Submitter: Maxwell H. Wood, Undergraduate Research Assistant – Mercer University

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

Co-Author: Chieh (Ross) Wang, PhD, A.M.ASCE (he/him/his) – Oak Ridge National Laboratory

Presenter: Chieh (Ross) Wang, PhD, A.M.ASCE (he/him/his) – Oak Ridge National Laboratory

Submitter: Melrose Pan, Ph.D. – Oak Ridge National Laboratory

Co-Author: Wan Li, PhD (she/her/hers) – Oak Ridge National Laboratory

Primary Author: Abhijit Roy, PhD – University of Texas at Arlington

Co-Author: Mohsen Shahandashti, Ph.D., P.E. – The University of Texas at Arlington

Submitter: Abhijit Roy, PhD – University of Texas at Arlington

Primary Author: Shams Tanvir, Ph.D., P.E., M. ASCE – California State University- Long Beach

Presenter: Shams Tanvir, Ph.D., P.E., M. ASCE – California State University- Long Beach

Co-Author: Serena Alexander, PhD – San Jose State University

Co-Author: Hayden Flechner, B.S. (he/him/his) – Georgia Institute of Technology

Co-Author: Syed Tanvir Ahmed, n/a – California State University, Long Beach

Co-Author: Anurag Pande, Ph.D. – California Polytechnic State University

Submitter: Shams Tanvir, Ph.D., P.E. – California State University- Long Beach

Primary Author: Liv M. Haselbach, PhD, P.E., F.ASCE – Lamar University

Presenter: Liv M. Haselbach, PhD, P.E., F.ASCE – Lamar University

Co-Author: Dinesh Joshi, n/a – Lamar University

Co-Author: Qin Qian (she/her/hers) – Lamar University

Co-Author: Thinesh Selvaratnam (he/him/his) – Lamar University

Co-Author: William Shuster, PhD – Wayne State

Submitter: Liv M. Haselbach, PhD, P.E., F.ASCE – Lamar University

Primary Author: Mahendra Bahadur Baniya, n/a – Ministry of Physical Infrastructure Development and Transport Management

Presenter: Mahendra Bahadur Baniya, n/a – Ministry of Physical Infrastructure Development and Transport Management

Co-Author: Sudip Gautam, n/a – Provincial Financial Comptroller Office

Co-Author: Arjun Baniya, n/a – United Technical College

Co-Author: Rocky Talchabhadel, n/a – Jackson State University

Co-Author: Laxmi Prasad Bhandari, N/A, n/a – Ministry of Physical Infrastructure Development and Transport Management

Co-Author: Asmit Pokhrel – Local Roads Bridge Support Unit

Co-Author: Satish Subedi, n/a – Infrastructure Development Directorate

Submitter: Mahendra Bahadur Baniya – Ministry of Physical Infrastructure Development and Transport Management

Co-Author: Kaushal Chandra

Co-Author: Eazaz Sadeghvaziri, PhD – Mercer University

Presenter: Eazaz Sadeghvaziri, PhD – Mercer University

Co-Author: Ramina Javid (she/her/hers) – Morgan State University

Presenter: Ramina Javid (she/her/hers) – Morgan State University

Primary Author: Joseph V. Miller, High School Diploma (he/him/his) – Mercer University

Co-Author: Joseph V. Miller, High School Diploma (he/him/his) – Mercer University

Presenter: Joseph V. Miller, High School Diploma (he/him/his) – Mercer University

Submitter: Joseph V. Miller, High School Diploma – Mercer University

Primary Author: Somnath Bhui, MCP – Indian Institute of Technology, Kharagpur

Co-Author: Debapratim Pandit, PhD – Indian Institute of Technology Kharagpur

Submitter: Somnath Bhui, M.C.P – Indian Institute of Technology, Kharagpur

Primary Author: Samuel Labi, n/a – Purdue University

Co-Author: Jason Flatto, n/a – Purdue University

Submitter: Jason Flatto – Purdue University - West Lafayette

Co-Author: David Holguin – Purdue University

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

Presenter: Angela Haddad – University of Texas at Austin

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

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

Primary Author: Nara Almeida, D.Eng. – University of Washington Tacoma

Co-Author: Saeid Hosseini, Doctorate – NOVA Engineering

Co-Author: Liv M. Haselbach, PhD, P.E., F.ASCE – Lamar University

Co-Author: Nicholas Brake, A.M.ASCE – Lamar University

Submitter: Nara Almeida, D.Eng. – University of Washington Tacoma

Primary Author: Dongyang Zhen – University of Maryland, College Park

Presenter: Dongyang Zhen – University of Maryland, College Park

Co-Author: Qingbin Cui, n/a – University of Maryland

Submitter: Dongyang Zhen – University of Maryland, College Park

Primary Author: Eleanor Hennessy, PhD – Arizona State University

Co-Author: Irfan Batur, n/a – ASU

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

Co-Author: Ram M. Pendyala, PhD (he/him/his) – Arizona State University

Submitter: Eleanor Hennessy, PhD – Arizona State University

Primary Author: Sai Sneha Channamallu – University of Texas at Arlington

Co-Author: Sharareh Kermanshachi, PhD, P.E. – University of Texas at Arlington

Co-Author: Jay M. Rosenberger, PhD (he/him/his) – The University of Texas at Arlington

Co-Author: Apurva Pamidimukkala, PhD – University of Texas at Arlington

Co-Author: Greg Hladik, PhD, MS, BS (he/him/his) – The University of Texas at Arlington

Submitter: Sai Sneha Channamallu – University of Texas at Arlington

Primary Author: Gaia Cervini, n/a – Purdue University

Presenter: Gaia Cervini, n/a – Purdue University

Co-Author: Konstantina Gkritza, F. ASCE (she/her/hers) – Purdue University

Co-Author: Jinha Jung, PhD – Purdue University

Submitter: Gaia Cervini – Purdue University

Primary Author: Dan Raudebaugh – Center for Transportation and the Environment (CTE)

Presenter: Dan Raudebaugh – Center for Transportation and the Environment (CTE)

Submitter: Dan Raudebaugh – Center for Transportation and the Environment (CTE)

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

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

Presenter: Angela Haddad – University of Texas at Austin

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

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

Primary Author: Nikhil Menon, Ph.D. – Penn State Harrisburg

Co-Author: Makarand Gawade, n/a – HDR

Submitter: Nikhil Menon, Ph.D. – Penn State Harrisburg