Presenter: Scott Belcher, JD, MPP – ACES Mobility Coalition

Presenter: Todd Chollett, CLCS, CIC – Lakenon Insurance

Presenter: Andy Souders

Presenter: Julia Castillo

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

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

Co-Author: Christa Brelsford, Ph.D. – Oak Ridge National Laboratory

Co-Author: Majbah Uddin, PhD, EIT (he/him/his) – Oak Ridge National Laboratory

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

Primary Author: Zhiwei Chen, Ph.D. – Drexel University

Presenter: Zhiwei Chen, Ph.D. – Drexel University

Co-Author: Tianzhuo Li, n/a – South China University of Technology

Co-Author: yucong Hu, n/a – South China University of Technology

Submitter: Zhiwei Chen – Drexel University

Primary Author: MD Sultan Ali, PhD – CHA Consulting, Inc.

Presenter: MD Sultan Ali, PhD – CHA Consulting, Inc.

Co-Author: John Kodi, Ph.D. – HNTB

Presenter: John Kodi, Ph.D. – HNTB

Co-Author: Enock Mwambeleko, n/a – Florida International University

Co-Author: Priyanka Alluri, Ph.D. – Florida International University

Co-Author: Thobias Sando, Ph.D. – University of North Florida

Submitter: MD Sultan Ali – CHA Consulting, Inc.

Primary Author: Aditya S. Kushwah, MS – Calstart

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

Submitter: Aditya S. Kushwah, MS – Calstart

Primary Author: Aditya S. Kushwah, MS – Calstart

Submitter: Aditya S. Kushwah, MS – Calstart

Primary Author: Amir Kamyab Moghaddam, Graduate Student – Morgan State University

Presenter: Amir Kamyab Moghaddam, Graduate Student – Morgan State University

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

Submitter: Amir Kamyab Moghaddam, Master of Science – Morgan 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: Jodi Godfrey, n/a – Center for Urban Transportation Research/ University of South Florida

Presenter: Jodi Godfrey, n/a – Center for Urban Transportation Research/ University of South Florida

Co-Author: Lisa Staes, BSGEO – Center for Urban Transportation Research at the University of South Florida

Submitter: Jodi Godfrey – Center for Urban Transportation Research/ University of South Florida

Primary Author: Guanhao Xu, PhD (he/him/his) – Oak Ridge National Laboratory

Presenter: Guanhao Xu, PhD (he/him/his) – Oak Ridge National Laboratory

Co-Author: Vikash V. Gayah, n/a – The Pennsylvania State University

Submitter: Guanhao Xu, PhD (he/him/his) – Oak Ridge National Laboratory

Primary Author: Amjad Pervez, PhD (he/him/his) – Central South University

Presenter: Jaeyoung Lee, Ph.D. – Central South University

Submitter: Amjad Pervez, PhD (he/him/his) – Central South University

Primary Author: Jiayu Yang, / – Central South University

Co-Author: Linchang Shi, / – Central South University

Presenter: Jaeyoung Lee, Ph.D. – Central South University

Submitter: Jiayu Yang, / – Central South University

Primary Author: Shagun Mittal – Purdue University

Co-Author: Satish V. Ukkusuri, n/a – Purdue University

Submitter: Shagun Mittal – Purdue University

Primary Author: Sina Asgharpour, PhD student – University of Illinois Chicago

Co-Author: Amir Shafiee – University of Illinois Chicago

Presenter: Amir Shafiee – University of Illinois Chicago

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

Submitter: Sina Asgharpour, PhD student – University of Illinois Chicago

Primary Author: Jodi Godfrey, n/a – Center for Urban Transportation Research/ University of South Florida

Presenter: Jodi Godfrey, n/a – Center for Urban Transportation Research/ University of South Florida

Submitter: Jodi Godfrey – Center for Urban Transportation Research/ University of South Florida

Co-Author: Aqsa Talpur, n/a – Central South University, Changsha, China

Co-Author: Farrukh Baig, n/a – Central South University, Changsha, China

Co-Author: Mir Aftab Hussain Talpur, n/a – Mehran University of Engineering and Technology

Co-Author: Gopal Das, n/a – Mehran University of Engineering and Technology

Primary Author: Jaeyoung Lee, Ph.D. – Central South University

Presenter: Jaeyoung Lee, Ph.D. – Central South University

Submitter: Farrukh Baig – School of Traffic and Transportation Engineering, Central South University, Changsha, China

Primary Author: Bryan Lee, MS – CALSTART

Presenter: Bryan Lee, MS – CALSTART

Submitter: Bryan Lee, MS – CALSTART

Primary Author: Brian K. Ballschmidt, n/a – CALSTART

Submitter: Brian K. Ballschmidt – CALSTART

Presenter: Aditya S. Kushwah, MS – Calstart

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: Andrew E. Duvall, Ph. D. – National Renewable Energy Laboratory

Co-Author: Johnny Esteban, n/a – National Renewable Energy Laboratory

Co-Author: Bonnie Powell, E.I.T. – National Renewable Energy Laboratory (NREL)

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

Primary Author: Oliver F. Shyr, PhD (he/him/his) – National Cheng Kung University

Presenter: Oliver F. Shyr, PhD (he/him/his) – National Cheng Kung University

Co-Author: Shao-Jun Chiang, BA – National Cheng Kung University

Presenter: Shao-Jun Chiang, BA – National Cheng Kung University

Submitter: Oliver F. Shyr, PhD (he/him/his) – National Cheng Kung University

Primary Author: Peter J. Muller, PE (he/him/his) – Advanced Transit Association

Submitter: Peter J. Muller, PE (he/him/his) – Advanced Transit Association

Primary Author: Jeffrey Barghout, n/a – Robocist

Submitter: Jeffrey Barghout – Robocist