Primary Author: Yaobang Gong, Ph.D. – University of Maryland, College Park

Presenter: Yaobang Gong, Ph.D. – University of Maryland, College Park

Co-Author: Yi Zhang – University of Maryland

Presenter: Yi Zhang – University of Maryland

Co-Author: Kaitai Yang, n/a – University of Maryland

Co-Author: Sayantan Tarafdar – University of Maryland at College Park

Co-Author: Xianfeng (Terry) Yang, Ph.D., M.ASCE – University of Maryland, College Park

Submitter: Yaobang Gong, Ph.D. – University of Maryland, College Park

Primary Author: Grant G. Schultz, PhD, P.E., PTOE (he/him/his) – Brigham Young University

Co-Author: Joel C. Hyer, EIT (he/him/his) – HDR, Inc.

Co-Author: Gregory S. Macfarlane, PhD, P.E. (he/him/his) – Brigham Young University

Submitter: Grant G. Schultz, PhD, P.E., PTOE (he/him/his) – Brigham Young University

Presenter: Gregory S. Macfarlane, PhD, P.E. (he/him/his) – Brigham Young University

Primary Author: Chien Lun Lan, Ph.D. – Virginia Transportation Research Council

Co-Author: Mo Zhao, PhD, PE – Virginia Department of Transportation

Submitter: Chien Lun Lan, Ph.D. – Virginia Transportation Research Council

Primary Author: Isaiah C. Mwamba, n/a (he/him/his) – Purdue University

Co-Author: Ajuna John, MSCE – Purdue University

Co-Author: David Yu, PhD – Purdue University

Co-Author: Hoon Shin, PhD – Purdue University

Submitter: Isaiah C. Mwamba, n/a (he/him/his) – Purdue University

Primary Author: Rifa Tasnia, n/a – North Carolina a and t state University

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

Co-Author: Mustafa Noori, n/a – NCAT

Co-Author: Dr. Shuva Chowdhury, n/a – NCAT

Co-Author: Dr. Hyoshin Park, n/a – Old Dominion University

Co-Author: Manoj Kumar Jha, n/a – NCAT

Submitter: Rifa Tasnia, n/a – North Carolina a and t state University

Primary Author: Norris Novat, P.E. (he/him/his) – Leidos Inc. STOL-Turner Fairbank Highway Research Center

Presenter: Norris Novat, P.E. (he/him/his) – Leidos Inc. STOL-Turner Fairbank Highway Research Center

Co-Author: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

Presenter: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

Co-Author: Hellen J. Shita, n/a – Florida International University

Presenter: Hellen J. Shita, n/a – Florida International University

Co-Author: Abdallah Kinero – Florida International University

Presenter: Abdallah Kinero – Florida International University

Co-Author: Norran K. Novat, n/a – Western Michigan University

Presenter: Norran K. Novat, n/a – Western Michigan University

Co-Author: Boniphace Kutela, n/a – Texas A&M Transportation Institute

Submitter: Norris Novat, P.E. (he/him/his) – Leidos Inc. STOL-Turner Fairbank Highway Research Center

Primary Author: Haishan Liu – University of California, Riverside

Co-Author: Peng Hao, n/a – University of California, Riverside

Co-Author: Shintaro Matsumoto – Sumitomo Electric Industries, Ltd.

Co-Author: Guoyuan Wu, n/a – University of California, Riverside

Co-Author: Matthew Barth, n/a – University of California, Riverside

Submitter: Haishan Liu – University of California, Riverside

Co-Author: Tom V. Mathew, n/a – IIT Bombay

Primary Author: Shanoop Pachiriyan, n/a – IIT Bombay

Presenter: Shanoop Pachiriyan, n/a – IIT Bombay

Submitter: Tom V. Mathew, n/a – IIT Bombay

Primary Author: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

Presenter: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

Co-Author: Priyanka Alluri, n/a – Florida International University

Co-Author: HM Nayem, n/a – Florida International University

Submitter: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

Primary Author: Pei-Sung Lin, PhD, P.E., PTOE, FITE (he/him/his) – Center for Urban Transportation Research (CUTR), University of South Florida

Co-Author: Yaye Keita, Ph.D. – University of South Florida (USF)

Co-Author: Cong Chen, P.E., RSP1., M.ASCE – Center for Urban Transportation Research, University of South Florida

Co-Author: Elzbieta Białkowska-Jelińska, Ph.D., GISP – University of South Florida

Co-Author: Rakesh Rangaswamy, M.E. – Sam Schwartz

Co-Author: Edith Wong, P.E. – Florida Department of Transportation

Submitter: Pei-Sung Lin, PhD, P.E., PTOE, FITE (he/him/his) – Center for Urban Transportation Research (CUTR), University of South Florida

Primary Author: Osama A. Abaza, PhD (he/him/his) – UAA

Presenter: Osama A. Abaza, PhD (he/him/his) – UAA

Submitter: Osama A. Abaza, PhD (he/him/his) – UAA

Primary Author: Abraham J. Pizano, EIT (he/him/his) – Georgia Institute of Technology

Presenter: Abraham J. Pizano, EIT (he/him/his) – Georgia Institute of Technology

Co-Author: Michael Hunter, n/a (he/him/his) – Georgia Institute of Technology

Co-Author: Guin Angshuman, n/a (he/him/his) – Georgia Institute of Technology

Submitter: Abraham J. Pizano, EIT (he/him/his) – Georgia Institute of Technology

Primary Author: Daoqin Tong, PhD – Arizona State University

Co-Author: Vanessa Buzzard, PhD – University of Arizona

Co-Author: Yue Wang, PhD – University of Arizona

Co-Author: Yunqiang Zheng, MS – Arizona State University

Co-Author: David Proffitt, PhD – Arizona Department of Transportation

Co-Author: Alexa Lopezlira, n/a – Arizona Department of Transportation

Submitter: Daoqin Tong, PhD – Arizona State University

Primary Author: Saeed Reza Ramezanpour Nargesi, PhD – Union College

Presenter: Saeed Reza Ramezanpour Nargesi, PhD – Union College

Co-Author: Somaye Ramezanpour Nargesi, PhD – Pacific Lutheran University

Co-Author: Stephen Mattingly, PhD – University of Texas at Arlington

Co-Author: Vivian Miller, Ph.D., MSSA, LMSW – Bowling Green State University

Submitter: Saeed Reza Ramezanpour Nargesi, PhD – Union College

Primary Author: Jalil Kianfar, PhD, PE – Saint Louis University

Presenter: Jalil Kianfar, PhD, PE – Saint Louis University

Co-Author: Mustafa Attallah, Ph.D. – Independent Researcher

Co-Author: Tianyi Li, PhD – Saint Louis University

Co-Author: Yadong Wang, Ph.D. – Southern Illinois University Edwardsville

Submitter: Jalil Kianfar, PhD, PE – Saint Louis University

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

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

Co-Author: Pan Lu, Ph.D. – North Dakota State University

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

Co-Author: AHMED Al-Kaisy, PhD, PE – Montana State University

Presenter: AHMED Al-Kaisy, PhD, PE – Montana State University

Primary Author: Muhammad Faizan Rehman Qureshi, NA – Montana State University

Presenter: Muhammad Faizan Rehman Qureshi, NA – Montana State University

Submitter: AHMED Al-Kaisy, PhD, PE – Montana State University

Primary Author: Sajjad Karimi – University of Louisville

Presenter: Sajjad Karimi – University of Louisville

Co-Author: Amin Golkarfard (he/him/his) – University of Louisville

Presenter: Amin Golkarfard (he/him/his) – University of Louisville

Co-Author: Ganesh Rangali – University of Louisville

Co-Author: Robert Kluger, n/a – University of Louisville

Presenter: Robert Kluger, n/a – University of Louisville

Submitter: Sajjad Karimi – University of Louisville

Primary Author: Gabriela de Bruyn Belsol, BS – University of Virginia

Co-Author: Mo Zhao, PhD, PE – Virginia Department of Transportation

Co-Author: Chien Lun Lan, Ph.D. – Virginia Transportation Research Council

Co-Author: Michael D. Fontaine, P.E., Ph.D. – Virginia Transportation Research Council

Submitter: Gabriela de Bruyn Belsol, BS – University of Virginia

Co-Author: Brian Smith, PhD, P.E. – University of Virginia

Primary Author: Siavash Shojaat, PhD, PE, RSP1 – Caltrans

Co-Author: Aryan Geraili, PhD – Corteva Agriscience

Submitter: Siavash Shojaat, PhD, PE, RSP1 – Caltrans

Primary Author: Anshen Chen (he/him/his) – University of Washington

Presenter: Anshen Chen (he/him/his) – University of Washington

Co-Author: Ken-Yu Lin, Ph.D. – University of Washington

Submitter: Anshen Chen (he/him/his) – University of Washington

Co-Author: AHMED Al-Kaisy, PhD, PE – Montana State University

Presenter: AHMED Al-Kaisy, PhD, PE – Montana State University

Primary Author: Muhammad Faizan Rehman Qureshi, NA – Montana State University

Presenter: Muhammad Faizan Rehman Qureshi, NA – Montana State University

Submitter: AHMED Al-Kaisy, PhD, PE – Montana State University

Primary Author: Mo Zhao, PhD, PE – Virginia Department of Transportation

Presenter: Mo Zhao, PhD, PE – Virginia Department of Transportation

Co-Author: Justice Appiah, P.E., Ph.D. – Virginia Transportation Research Council

Presenter: Justice Appiah, P.E., Ph.D. – Virginia Transportation Research Council

Submitter: Mo Zhao, PhD, PE – Virginia Department of Transportation

Primary Author: Gabriel Geffen, E.I.T. – University of Arizona

Co-Author: Pouya Jalali Khalilabadi, n/a – Ph.D. Student

Presenter: Pouya Jalali Khalilabadi, n/a – Ph.D. Student

Co-Author: Bharat Kumar Pathivada, PhD (he/him/his) – University of Arizona

Presenter: Bharat Kumar Pathivada, PhD (he/him/his) – University of Arizona

Co-Author: Yao-Jan Wu, Ph.D., P.E. – University of Arizona

Submitter: Gabriel Geffen, E.I.T. – University of Arizona

Primary Author: Pramesh Pudasaini – University of Arizona

Co-Author: Bharat Kumar Pathivada, PhD (he/him/his) – University of Arizona

Co-Author: Yao-Jan Wu, Ph.D., P.E. – University of Arizona

Submitter: Pramesh Pudasaini – University of Arizona

Primary Author: Scott S. Washburn, N/A, PE – University of Florida

Presenter: Scott S. Washburn, N/A, PE – University of Florida

Co-Author: AHMED Al-Kaisy, PhD, PE – Montana State University

Co-Author: Jorge Barrios, PE – Barrios Consulting Group

Co-Author: Ana Moreno, n/a – Technical University of Munich

Co-Author: Bastian Schroeder, n/a – Kittleson and Associates

Co-Author: Sajid Raza, Ph.D – Western Transportation Institute

Submitter: Scott S. Washburn, N/A, PE – University of Florida

Primary Author: Peter Yu, n/a – University of Washington

Co-Author: Yinhai Wang, P.E., Dist. M. ASCE, F. IEEE, F. ITE – University of Washington

Submitter: Peter Yu, n/a – University of Washington

Primary Author: Mujeeb Abiola Abdulrazaq – University of North Carolina at Charlotte

Co-Author: Mujeeb Abiola Abdulrazaq – University of North Carolina at Charlotte

Presenter: Mujeeb Abiola Abdulrazaq – University of North Carolina at Charlotte

Submitter: Mujeeb Abiola Abdulrazaq – University of North Carolina at Charlotte

Primary Author: Niranga Amarasingha, PhD – Sri Lanka Institute of Information Technology

Co-Author: J. Ranuka Sheron Perera, B.Sc. – Sri Lanka Institute of Information Technology

Co-Author: Sunanda Dissanayake, sdissan1@kennesaw.edu – Kennesaw State University

Presenter: Sunanda Dissanayake, sdissan1@kennesaw.edu – Kennesaw State University

Submitter: Niranga Amarasingha, PhD – Sri Lanka Institute of Information Technology

Primary Author: Abolfazl Karimpour – SUNY Polytechnic Institute

Co-Author: Adrian Cottam, Ph.D. – Auburn University

Presenter: Adrian Cottam, Ph.D. – Auburn University

Submitter: Abolfazl Karimpour – SUNY Polytechnic Institute

Primary Author: Mo Zhao, PhD, PE – Virginia Department of Transportation

Presenter: Mo Zhao, PhD, PE – Virginia Department of Transportation

Co-Author: Chien Lun Lan, Ph.D. – Virginia Transportation Research Council

Presenter: Chien Lun Lan, Ph.D. – Virginia Transportation Research Council

Submitter: Mo Zhao, PhD, PE – Virginia Department of Transportation

Primary Author: Qichao Wang, n/a (he/him/his) – National Renewable Energy Laboratory

Co-Author: Caleb Rotello, n/a – NREL

Co-Author: James Winkleblack, n/a – National Renewable Energy Laboratory

Co-Author: Matthew Reynolds, n/a – National Renewable Energy Laboratory

Co-Author: Peter Graf, n/a – National Renewable Energy Laboratory

Co-Author: Wesley Jones, n/a – National Renewable Energy Laboratory

Submitter: Qichao Wang, n/a (he/him/his) – National Renewable Energy Laboratory

Primary Author: Mutasem Alzoubaidi, Ph.D., P.E. – Al-Balqa Applied University

Presenter: Mutasem Alzoubaidi, Ph.D., P.E. – Al-Balqa Applied University

Co-Author: Milan Zlatkovic, Ph.D., P.E., PTOE – Felsburg Holt & Ullevig

Presenter: Milan Zlatkovic, Ph.D., P.E., PTOE – Felsburg Holt & Ullevig

Submitter: Mutasem Alzoubaidi, Ph.D., P.E. – Al-Balqa Applied University

Co-Author: Tom V. Mathew, n/a – IIT Bombay

Primary Author: Rajdeep Kar Choudhury, n/a – IIT Bombay

Presenter: Rajdeep Kar Choudhury, n/a – IIT Bombay

Submitter: Tom V. Mathew, n/a – IIT Bombay

Primary Author: Seyedeh Mahgam Tabatabaei Touran Poshti (she/her/hers) – University of Kansas

Co-Author: Siavash Shojaat, PhD, PE, RSP1 – Caltrans

Co-Author: Alexandra Kondyli, n/a – University of Kansas

Submitter: Seyedeh Mahgam Tabatabaei Touran Poshti (she/her/hers) – University of Kansas