Primary Author: Ernest Tufuor, PhD – Auburn University Transportation Research Institute

Co-Author: Laurence R. Rilett, PhD, PE, F.ASCE – Auburn University Transportation Research Institute

Co-Author: Marcus Januario, Dr – Shive-Hattery Inc

Submitter: Ernest Tufuor, PhD – Auburn University Transportation Research Institute

Primary Author: Mohammad Khojastehpour, n/a – University of Tennessee

Co-Author: Yangsong Gu, PhD – University of Tennessee, Knoxville

Co-Author: Lee Han, n/a – University of Tennessee, Knoxville

Submitter: Mohammad Khojastehpour – University of Tennessee

Co-Author: Anurag Balakrishnan, n/a – California State University, Long Beach

Co-Author: Satyam Pathak, n/a – California State University, Long Beach

Co-Author: Pedro Herrera (he/him/his) – California State University, Long Beach

Primary Author: Tairan Liu, PhD (he/him/his) – California State University, Long Beach

Submitter: Tairan Liu, Ph.D. – California State University, Long Beach

Primary 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: Yaye Keita, Ph.D. – Center for Urban Transportation Research (CUTR), University of South Florida

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

Co-Author: Elzbieta Bialkowska-Jelinska, M.S. – Center for Urban Transportation Research, University of South Florida

Co-Author: Rakesh Rangaswamy, PhD Candidate – Sam Schwartz (Tampa)

Co-Author: Edith Wong, P.E. – Florida Department of Transportation District 7

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

Co-Author: Pedro Herrera (he/him/his) – California State University, Long Beach

Primary Author: Tairan Liu, PhD (he/him/his) – California State University, Long Beach

Submitter: Tairan Liu, Ph.D. – California State University, Long Beach

Primary Author: Sajid Raza, PhD – Western Transportation Institute

Presenter: Sajid Raza, PhD – Western Transportation Institute

Co-Author: Irshad Ullah, MS – NUST

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

Co-Author: Ghulam Hussain Bham – University of Alaska Fairbanks

Submitter: Sajid Raza, PhD – Western Transportation Institute

Primary Author: Chien Lun Lan, PhD – Virginia Transportation Research Council

Co-Author: Mo Zhao, PE, PhD – Virginia Transportation Research Council

Submitter: Chien Lun Lan – Virginia Transportation Research Council

Primary Author: Paul Slone, PE, PTOE – Cincar Consulting Group, LLC

Submitter: Paul Slone, PE, PTOE – Cincar Consulting Group, LLC

Primary Author: Yangsong Gu, PhD – University of Tennessee, Knoxville

Co-Author: A Latif Patwary, n/a – University of Tennessee, Knoxville

Co-Author: Lee Han, n/a – University of Tennessee, Knoxville

Submitter: Yangsong Gu – University of Tennessee, Knoxville

Primary Author: Chien Lun Lan, PhD – Virginia Transportation Research Council

Co-Author: Ramkumar Venkatanarayana, PhD (he/him/his) – Independent Consultant

Submitter: Chien Lun Lan – Virginia Transportation Research Council

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

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

Co-Author: Yinhai Wang – Univ. of Washington

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

Primary Author: Ossama E. Ramadan, PhD, PE, PMP, PTOE, RSP2I, ENV SP – WSP USA Inc.

Presenter: Ossama E. Ramadan, PhD, PE, PMP, PTOE, RSP2I, ENV SP – WSP USA Inc.

Co-Author: Bharathwaj Sankaran, PhD, PE – WSP USA Inc.

Presenter: Bharathwaj Sankaran, PhD, PE – WSP USA Inc.

Submitter: Ossama E. Ramadan, PhD, PE, PMP, PTOE, RSP2I, ENV SP – WSP USA Inc.

Primary Author: Matteo Saracco – Georgia Institute of Technology

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

Co-Author: Michael Rodgers

Submitter: Matteo Saracco – Georgia Institute of Technology

Primary Author: Maisha Khan, n/a – University of Oklahoma

Presenter: Maisha Khan, n/a – University of Oklahoma

Co-Author: Arif Sadri, sadri@ou.edu – University of Oklahoma

Submitter: Maisha Khan – University of Oklahoma

Primary Author: Ranjit Bhave, n/a – Parsons

Co-Author: Sajjad Alam, n/a – Parsons

Submitter: Ranjit Bhave – Parsons

Primary Author: Ryan N. Fries, PhD, P.E. (he/him/his) – Southern Illinois University Edwardsville

Co-Author: Ujwal R. Sah, MS, EIT (he/him/his) – Jacobs Solutions Inc.

Co-Author: Yan Qi, n/a – Southern Illinois University Edwardsville

Submitter: Ryan N. Fries, PhD, P.E. (he/him/his) – Southern Illinois University Edwardsville

Primary Author: Sailesh Acharya – National Renewable Energy Laboratory

Presenter: Sailesh Acharya – National Renewable Energy Laboratory

Co-Author: Michael Allen, n/a – National Renewable Energy Laboratory

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

Co-Author: Chris Hoehne, PhD – National Renewable Energy Laboratory

Co-Author: Robert Fitzgerald, n/a – National Renewable Energy Laboratory

Co-Author: Ambarish Nag, PhD – National Renewable Energy Laboratory

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

Submitter: Sailesh Acharya – Utah State University

Primary Author: Chien Lun Lan, PhD – Virginia Transportation Research Council

Presenter: Chien Lun Lan, PhD – Virginia Transportation Research Council

Co-Author: Mo Zhao, PE, PhD – Virginia Transportation Research Council

Presenter: Mo Zhao, PE, PhD – Virginia Transportation Research Council

Submitter: Chien Lun Lan – Virginia Transportation Research Council

Primary Author: Stanley E. Young, PhD, P.E. (he/him/his) – NREL

Presenter: Stanley E. Young, PhD, P.E. (he/him/his) – NREL

Co-Author: Sam Lott, PE (he/him/his) – Automated Mobility Services, LLC

Submitter: Stanley E. Young, PhD, P.E. (he/him/his) – NREL