Co-Author: Claudia C. Marin-Artieda, PE – Howard University

Primary Author: Luwei Zeng – Howard University

Presenter: Luwei Zeng – Howard University

Submitter: Claudia C. Marin-Artieda, PE – Howard 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: Rakesh Rangaswamy, M.E. – Sam Schwartz

Co-Author: Emmeth Duran, P.E., RSP2I – Florida Department of Transportation

Co-Author: Rama Kolla, n/a – Center for Urban Transportation Research (CUTR) at the University of South Florida (USF)

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

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

Primary Author: Eazaz Sadeghvaziri, PhD (he/him/his) – Mercer University

Presenter: Eazaz Sadeghvaziri, PhD (he/him/his) – Mercer University

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

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

Co-Author: Claudia M. Boero (she/her/hers) – Mercer University

Presenter: Claudia M. Boero (she/her/hers) – Mercer University

Submitter: Claudia M. Boero (she/her/hers) – Mercer University

Primary Author: Zelalem Birhanu Biramo, n/a – NTNU

Submitter: Zelalem Birhanu Biramo, n/a – NTNU

Primary Author: Oladimeji B. Alaka, n/a – North Carolina A&T State University

Presenter: Oladimeji B. Alaka, n/a – North Carolina A&T State University

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

Submitter: Oladimeji B. Alaka, n/a – North Carolina A&T State University

Primary Author: Yeji Jeon – University of Arizona

Co-Author: Jun Zhao, n/a – University of Arizona

Co-Author: Xi Zhang – University of Arizona

Co-Author: Ali Shamshiripour, Ph.D. – University of Arizona

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

Submitter: Yeji Jeon – University of Arizona

Primary Author: Balaji Ponnu Devanarayanan, PhD, P.E. (he/him/his) – The Ohio State University

Presenter: Balaji Ponnu Devanarayanan, PhD, P.E. (he/him/his) – The Ohio State University

Submitter: Balaji Ponnu Devanarayanan, PhD, P.E. (he/him/his) – The Ohio State University

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

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

Co-Author: Elizabeth Yates, n/a – Portland State University

Co-Author: Patrick A. Singleton, PhD (he/him/his) – Utah State University

Co-Author: Sirisha Kothuri, PhD – Portland State University

Co-Author: Joseph Broach, PhD – Portland State University

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

Primary Author: Amir Kamyab Moghaddam, Master of Science – Morgan State University

Submitter: Amir Kamyab Moghaddam, Master of Science – Morgan State University

Primary Author: Alireza Shams, n/a – California Department of Transportation

Co-Author: Nasima Bhuiyan, n/a – California Department of Transportation (Caltrans)

Presenter: Nasima Bhuiyan, n/a – California Department of Transportation (Caltrans)

Co-Author: Junxia Wu, n/a – , California Department of Transportation (Caltrans),

Submitter: Alireza Shams, n/a – California Department of Transportation

Primary Author: Stephen Bartels, PE – Olsson

Submitter: Stephen Bartels, PE – Olsson

Primary Author: Lei Zhu (he/him/his) – UNC Charlotte

Co-Author: Srinivas Pulugurtha, n/a – University of Mississippi

Presenter: Yuqiu Yuan, n/a – UNC Charlotte

Co-Author: Abhinav Grandhi, MS (he/him/his) – UNC Charlotte

Co-Author: Ninad Gore, n/a – UNC Charlotte

Submitter: Lei Zhu (he/him/his) – UNC Charlotte

Primary Author: Yu-Min (Thomas) Yang, n/a – University of Massachusetts Amherst

Presenter: Yu-Min (Thomas) Yang, n/a – University of Massachusetts Amherst

Co-Author: Leila Cesic, n/a – U.S. DOT Volpe Center

Co-Author: Eleni Christofa, n/a – University of Massachusetts Amherst

Co-Author: Michael A. Knodler, Jr., n/a – University of Massachusetts Amherst

Co-Author: Cole Fitzpatrick, n/a – University of Massachusetts Amherst

Submitter: Yu-Min (Thomas) Yang, n/a – University of Massachusetts Amherst

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: Rakesh Rangaswamy, M.E. – Sam Schwartz

Co-Author: Emmeth Duran, P.E., RSP2I – Florida Department of Transportation

Co-Author: Rama Kolla, n/a – Center for Urban Transportation Research (CUTR) at the University of South Florida (USF)

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

Primary Author: Irshad Ullah, n/a – National University of Sciences and Technology (NUST)

Co-Author: Bishal Dhakal, n/a – WSP USA Inc

Presenter: Bishal Dhakal, n/a – WSP USA Inc

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

Presenter: Sajid Raza, Ph.D – Western Transportation Institute

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

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

Submitter: Sajid Raza, Ph.D – Western Transportation Institute

Primary Author: Zhenyu Wang, Ph.D. (he/him/his) – University of South Florida/Center for Urban Transportation Research

Presenter: Zhenyu Wang, Ph.D. (he/him/his) – University of South Florida/Center for Urban Transportation Research

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

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

Co-Author: Rama Kolla, n/a – Center for Urban Transportation Research (CUTR) at the University of South Florida (USF)

Co-Author: Emmeth Duran, P.E., RSP2I – Florida Department of Transportation

Presenter: Emmeth Duran, P.E., RSP2I – Florida Department of Transportation

Co-Author: Brandon Cambelt, P.E. – City of Tampa

Presenter: Brandon Cambelt, P.E. – City of Tampa

Submitter: Zhenyu Wang, Ph.D. (he/him/his) – University of South Florida/Center for Urban Transportation Research

Primary Author: Lance Dougald, n/a – Virginia Transportation Research Council

Co-Author: Lance Dougald, n/a – Virginia Transportation Research Council

Presenter: Lance Dougald, n/a – Virginia Transportation Research Council

Co-Author: Peter Ohlms, AICP (he/him/his) – Virginia Transportation Research Council

Submitter: Lance Dougald, n/a – Virginia Transportation Research Council

Primary Author: James J. Rawson, EIT (they/them/theirs) – University of New Mexico

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

Co-Author: Ankit Aryal, Pursuing PhD in Transportation – University of New Mexico

Co-Author: Karim Habib, PhD, PEng – Caltrans

Submitter: James J. Rawson, EIT (they/them/theirs) – University of New Mexico

Primary Author: Saad M. AlQuhtani, n/a – Najran University

Submitter: Saad M. AlQuhtani, n/a – Najran University

Primary Author: Dong Chen, Ph.D. – Mississippi State University

Co-Author: Arman Hosseini, M.Sc. – University of Virginia

Presenter: Arman Hosseini, M.Sc. – University of Virginia

Co-Author: Arik Smith, M.Sc. – University of Virginia

Co-Author: Zeyang Zheng, BS – University of Virginia

Co-Author: David Xiang, BS – University of Virginia

Co-Author: Arsalan Heydarian, Ph.D. – University of Virginia

Co-Author: Omidreza Shoghli, Ph.D. – The University of North Carolina at Charlotte

Co-Author: Brad Campbell, Ph.D. – University of Virginia

Submitter: Arman Hosseini, M.Sc. – University of Virginia

Primary Author: Amir Kamyab Moghaddam, Master of Science – Morgan State University

Submitter: Amir Kamyab Moghaddam, Master of Science – Morgan State University