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

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

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

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

Co-Author: Gurcan Comert, Professor – Benedict College

Primary Author: Kirolos Maged Haleem, PhD, P.E., PTOE, PMP – Western Kentucky University

Presenter: Kirolos Maged Haleem, PhD, P.E., PTOE, PMP – Western Kentucky University

Co-Author: Nicholas Abshire, n/a – Western Kentucky University

Co-Author: Dalton Sledge, B.S. – Western Kentucky University

Co-Author: Tyaha Woodard, n/a – Western Kentucky University

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: Zhenyu Wang, PhD (he/him/his) – University of South Florida

Co-Author: Rakesh Rangaswamy, Ph.D. Candidate – Center for Urban Transportation Research (CUTR), University of South Florida

Co-Author: Rama Kolla, Ph.D. Student – Center for Urban Transportation Research (CUTR), University of South Florida

Primary Author: Smita Sharma, E.I.T. – Lindsay

Presenter: Smita Sharma, E.I.T. – Lindsay

Presenter: Laura Huizinga – Lindsay Transportation

Primary Author: Michael R. Williamson – Indiana State University

Presenter: Michael R. Williamson – Indiana State University

Primary Author: Jun Liu, PhD – University of Alabama

Presenter: Jun Liu, PhD – University of Alabama

Co-Author: Alexander Hainen, Department of Civil, Construction and Environmental Engineering – The University of Alabama

Co-Author: Xing Fu, n/a – University of Alabama

Co-Author: Chenxuan Yang, n/a – University of Alabama

Primary Author: Rongshen Zhao, Department of Civil, Construction and Environmental Engineering – The University of Alabama

Presenter: Steven Jones, PhD – Alabama Transportation Institute

Presenter: Jun Liu, PhD – University of Alabama

Co-Author: Alexander Hainen, Department of Civil, Construction and Environmental Engineering – The University of Alabama

Primary Author: Michael R. Williamson – Indiana State University

Presenter: Michael R. Williamson – Indiana State University

Primary Author: Parisa Hosseini – STV Inc

Presenter: Parisa Hosseini – STV Inc

Co-Author: Mohammad Jalayer – Rowan University

Primary Author: Siphesihle M. Bulose, A.M. ASCE, A.M. SAICE, ECSA C.E. (he/him/his) – SANRAL

Presenter: Siphesihle M. Bulose, A.M. ASCE, A.M. SAICE, ECSA C.E. (he/him/his) – SANRAL

Co-Author: Samal W.R.S. Dharmarathna, Ph.D., – University of Peradeniya

Primary Author: Houssam Ghandour, PE, RSP2I – DKS Associates

Presenter: Houssam Ghandour, PE, RSP2I – DKS Associates

Co-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.

Primary Author: Riffat Islam, Civil, Construction, and Environmental Engineering – The University of Alabama

Presenter: Olga Bredikhina (she/her/hers) – Transportation Policy Research Center

Presenter: Emmanuel K. Adanu, PhD – Alabama Transportation Institute

Co-Author: Riffat Islam, Civil, Construction, and Environmental Engineering – The University of Alabama

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

Primary Author: Ruijie Bian, PhD – Louisiana Transportation Research Center, Louisiana State University

Presenter: Ruijie Bian, PhD – Louisiana Transportation Research Center, Louisiana State University

Primary Author: Shraddha Sagar, PhD (she/her/hers) – University of Florida

Presenter: Shraddha Sagar, PhD (she/her/hers) – University of Florida

Co-Author: In Je Lee, n/a – University of Florida

Co-Author: Lucy Gonzalez, n/a – University of Florida

Co-Author: Nithin Agarwal, PhD, RSP1 – University of Florida

Co-Author: Sivaramakrishnan Srinivasan, PhD – University of Florida

Co-Author: Ruth Steiner, PhD – University of Florida

Primary Author: Yang Xu, M.S.E. (she/her/hers) – The University of Texas at Austin

Presenter: Yang Xu, M.S.E. (she/her/hers) – The University of Texas at Austin

Co-Author: Zhe Han, n/a – Center for Transportation Research - UT Austin

Co-Author: Michael R. Murphy, n/a – Center for Transportation Research - UT Austin

Co-Author: Zhanmin Zhang, Ph.D. – The University of Texas at Austin

Primary Author: Kazi T. Huda, Master of Science in Civil Engineering (he/him/his) – University of North Carolina Charlotte

Presenter: Kazi T. Huda, Master of Science in Civil Engineering (he/him/his) – University of North Carolina Charlotte

Co-Author: Yuting Chen, n/a – Engineering Technology and Construction Management

Primary Author: Nayeon Kim, MA – Chungbuk National University

Presenter: Nayeon Kim, MA – Chungbuk National University

Co-Author: Tai-Jin Song, n/a – Dept. of Urban Engineering, Chungbuk National University

Primary Author: Md Musfiqur Rahman Bhuiya, n/a – The University of Alabama

Presenter: Md Musfiqur Rahman Bhuiya, n/a – The University of Alabama

Presenter: Emmanuel Kofi K. Adanu, PhD – Alabama Transportation Institute

Co-Author: Emmanuel Kofi K. Adanu, PhD – Alabama Transportation Institute

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

Primary Author: Tianyi Chen, Ph.D. – University of Wisconsin - Madison

Presenter: Keshu Wu – University of Wisconsin-Madison

Presenter: Haotian Shi – UW-Madison

Co-Author: Steven T. Parker, Ph.D. – University of Wisconsin-Madison

Co-Author: Glenn A. Vorhes, PE, GISP – University of Wisconsin

Co-Author: David A. Noyce, Ph.D. – University of Wisconsin-Madison

Primary Author: Ahmed Hossain, M.Sc. (he/him/his) – University of Louisiana at Lafayette

Presenter: Ahmed Hossain, M.Sc. (he/him/his) – University of Louisiana at Lafayette

Co-Author: Xiaoduan Sun, Ph.D. & P.E – University of Louisiana at Lafayette

Co-Author: Farooq Azam Khanzada, B.Sc. (he/him/his) – University of Louisiana at Lafayette

Presenter: Farooq Azam Khanzada, B.Sc. (he/him/his) – University of Louisiana at Lafayette

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

Presenter: Angela Haddad – University of Texas at Austin

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

Co-Author: Aupal Mondal, n/a – University of Texas at Austin

Primary Author: Ahmed Sajid Hasan, MSc. – Rowan University

Presenter: Omar Al-Sheikh – Rowan University

Co-Author: Omar Al-Sheikh – Rowan University

Co-Author: Deep Patel – Rowan University

Co-Author: Mohammad Jalayer – Rowan University

Primary Author: Praveena Penmetsa (she/her/hers) – University of Alabama

Presenter: Praveena Penmetsa (she/her/hers) – University of Alabama

Co-Author: Emmanuel K. Adanu, PhD – Alabama Transportation Institute

Co-Author: Abhay Lidbe, Ph.D. – University of Alabama

Co-Author: Xiaobing li, n/a – University of South Florida

Co-Author: Shashi S. Nambisan, PhD, PE (he/him/his) – University of Nevada, Las Vegas (UNLV) Transportation Research Center

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

Primary Author: Sky Guo (she/her/hers) – Texas A&M University

Presenter: Sky Guo (she/her/hers) – Texas A&M University

Primary Author: Ziluo Xiong, MS (he/him/his) – Colorado State University

Presenter: Ziluo Xiong, MS (he/him/his) – Colorado State University

Co-Author: Suren Chen, n/a – Colorado State University

Primary Author: Rebeka Yocum, PhD – Oregon Institute of Technology

Presenter: Rebeka Yocum, PhD – Oregon Institute of Technology

Co-Author: Vikash V. Gayah, PhD – The Pennsylvania State University

Primary Author: Ningzhe Xu, Department of Civil, Construction and Environmental Engineering – The University of Alabama

Presenter: Ningzhe Xu, Department of Civil, Construction and Environmental Engineering – The University of Alabama

Presenter: Jun Liu, PhD – University of Alabama

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

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

Primary Author: Parisa Hosseini – STV Inc

Presenter: Parisa Hosseini – STV Inc

Co-Author: Mohammad Jalayer – Rowan University

Primary Author: Ahmed Sajid Hasan, MSc. – Rowan University

Presenter: Ahmed Sajid Hasan, MSc. – Rowan University

Presenter: Deep Patel – Rowan University

Co-Author: Deep Patel – Rowan University

Co-Author: Omar Al-Sheikh – Rowan University

Co-Author: Mohammad Jalayer – Rowan University

Primary Author: Mohammadali Shirazi, Ph.D. – University of Maine, United States

Presenter: Jhan Kevin Gil-Marin – University of Maine

Co-Author: Jhan Kevin Gil-Marin – University of Maine

Primary Author: Ian J. Bonam (he/him/his) – University of Georgia

Presenter: Ian J. Bonam (he/him/his) – University of Georgia

Co-Author: Jidong J. Yang, PhD – University of Georgia

Presenter: Jidong J. Yang, PhD – University of Georgia

Primary Author: Mohammadali Shirazi, Ph.D. – University of Maine, United States

Presenter: Jhan Kevin Gil-Marin – University of Maine

Co-Author: Jhan Kevin Gil-Marin – University of Maine

Primary Author: Xi Zhang – University of Arizona

Presenter: Xi Zhang – University of Arizona

Presenter: Xiaofeng Li – University of Arizona

Presenter: Yao-Jan Wu, PhD, P.E. – University of Arizona

Primary Author: Samer Sarofim, Ph.D – California State University, Fresno

Presenter: Aly M. Tawfik, PTP – California State University, Fresno

Co-Author: Aly M. Tawfik, PTP – California State University, Fresno

Primary Author: Samer Sarofim, Ph.D – California State University, Fresno

Presenter: Aly M. Tawfik, PTP – California State University, Fresno

Co-Author: Aly M. Tawfik, PTP – California State University, Fresno

Primary Author: Srikanth Panguluri, P.E., PTOE, RSP2I – Jacobs

Presenter: Srikanth Panguluri, P.E., PTOE, RSP2I – Jacobs

Primary Author: José Fernando Pereira Freire, n/a – State University of Sao Paulo

Presenter: Barbara Stolte Bezerra, Phd – State University of Sao Paulo

Co-Author: Barbara Stolte Bezerra, Phd – State University of Sao Paulo

Co-Author: Karla C. Rodrigues-Silva, n/a – University of Florida

Primary Author: Zhenyu Wang, PhD (he/him/his) – University of South Florida

Presenter: Zhenyu Wang, PhD (he/him/his) – University of South Florida

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

Primary Author: Shashi S. Nambisan, PhD, PE (he/him/his) – University of Nevada, Las Vegas (UNLV) Transportation Research Center

Presenter: Shashi S. Nambisan, PhD, PE (he/him/his) – University of Nevada, Las Vegas (UNLV) Transportation Research Center

Co-Author: Kwaku Boakye, PhD, PE, PTOE, RSP1 – Arcadis US Inc.

Primary Author: Deep Patel – Rowan University

Presenter: Deep Patel – Rowan University

Co-Author: Mohammad Jalayer – Rowan University

Primary Author: Fengxiang Qiao (he/him/his) – Texas Southern University

Presenter: Fengxiang Qiao (he/him/his) – Texas Southern University

Co-Author: Yunpeng Zhang, n/a – University of Houston

Presenter: Yunpeng Zhang, n/a – University of Houston

Co-Author: Hanzhen Wang, n/a – Texas Southern University

Co-Author: Nirupam Bidikar, n/a – University of Houston

Co-Author: Jianbang Du, n/a – Texas A&M Transportation Institute

Co-Author: Anouska Shrestha, n/a – Purdue University

Co-Author: Farzanuddin Hisam Ahmad, n/a – University of Houston

Co-Author: Yash Gandhi, n/a – University of Houston

Co-Author: Lei Yu, n/a – Texas Southern University

Primary Author: Mubarak Aldossari, . – Lawrence Technological University

Presenter: Mubarak Aldossari, . – Lawrence Technological University

Co-Author: Nishantha Bandara, Ph.D., P.E – Lawrence Technological University

Co-Author: Daw R. Alwerfalli, BSME. MSMfg.E, MSTE, Ph.D. Mfg. Engineering. – SME, ASME, SAE

Primary Author: Kirolos Maged Haleem, PhD, P.E., PTOE, PMP – Western Kentucky University

Presenter: Kirolos Maged Haleem, PhD, P.E., PTOE, PMP – Western Kentucky University

Co-Author: Bharat Kumar Pathivada, Ph.D. – Western Kentucky University

Co-Author: Nicholas Abshire, n/a – Western Kentucky University

Co-Author: Carelynn Hartmann, n/a – Western Kentucky University

Co-Author: Leah Bell, n/a – Western Kentucky University

Co-Author: Dylan Jackson, n/a – Western Kentucky University

Primary Author: Mehrnoosh Emamifar, n/a – Northeastern University

Presenter: Mehrnoosh Emamifar, n/a – Northeastern University

Presenter: Seyede Fatemeh Ghoreishi – Northeastern University

Primary Author: Jiuxia Guo – Civil Aviation Flight University of China

Presenter: Jiuxia Guo – Civil Aviation Flight University of China

Co-Author: Zongxin Yang, n/a – Civil Aviation Flight University of China

Co-Author: Yang Li, n/a – Civil Aviation Administration of China

Co-Author: Yinhai Wang – Univ. of Washington

Primary Author: Jiuxia Guo – Civil Aviation Flight University of China

Presenter: Jiuxia Guo – Civil Aviation Flight University of China

Co-Author: Jinyu Tian, n/a – Civil Aviation Flight University of China

Co-Author: Ye Wei, n/a – Civil Aviation Flight University of China

Co-Author: Yingjie Jia, n/a – Civil Aviation Flight University of China

Co-Author: Yinhai Wang – Univ. of Washington

Primary Author: Apurva Pamidimukkala – University of Texas at Arlington

Presenter: Apurva Pamidimukkala – University of Texas at Arlington

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

Co-Author: Sai Sneha Channamallu, n/a – University of Texas at Arlington

Primary Author: Sicheng Fu, Graduate Student – University of Wisconsin Madison

Presenter: Sicheng Fu, Graduate Student – University of Wisconsin Madison

Co-Author: Steven T. Parker, Ph.D. – University of Wisconsin-Madison

Co-Author: Andrea Bill, MS – University of Wisconsin - Madison

Primary Author: Snehanshu Banerjee, PhD – Omni Strategy LLC

Presenter: Snehanshu Banerjee, PhD – Omni Strategy LLC

Co-Author: Nashid K. Khadem – Morgan State University

Co-Author: Md Muhib Kabir, n/a – Morgan State University

Co-Author: Mansoureh Jeihani, n/a – Morgan State University

Primary Author: ISHITA Sar, meishita1012@gmail.com – Indian Institute of Technology, Kharagpur

Presenter: ISHITA Sar, meishita1012@gmail.com – Indian Institute of Technology, Kharagpur

Co-Author: Aurobinda Routray, aurobinda.routray@gmail.com – Indian Institute of Technology, Kharagpur

Co-Author: Biswajit Mahanty, bm@hijli@iitkgp.ac.in – Indian Institute of Technology, Kharagpur

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

Presenter: Sina Asgharpour, PhD student – University of Illinois at Chicago

Co-Author: Mohammadjavad Javadinasr, PhD Candidate – University of Illinois at Chicago

Co-Author: Ryan Mohammadian, n/a – Neuqua Valley High School

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

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

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

Co-Author: Muneem Shabuddin, n/a – North South University

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

Co-Author: Jannatul Sweety, n/a – North South University

Co-Author: Kazi Newaz, n/a – Accident Research Institute (ARI), Bangladesh University of Engineering and Technology (BUET)

Primary Author: Mansura Sharmin (she/her/hers) – University of Wisconsin Madison

Co-Author: Mansura Sharmin (she/her/hers) – University of Wisconsin Madison

Presenter: Mansura Sharmin (she/her/hers) – University of Wisconsin Madison

Co-Author: Boris Claros, PhD – University of Wisconsin - Madison

Co-Author: Andrea Bill, MS – University of Wisconsin - Madison

Co-Author: David A. Noyce, Ph.D. – University of Wisconsin-Madison

Primary Author: Johnnie E. Ben-Edigbe (he/him/his) – University of KwaZulu-Natal, Durban, South Africa

Presenter: Johnnie E. Ben-Edigbe (he/him/his) – University of KwaZulu-Natal, Durban, South Africa

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

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

Co-Author: Mahinur Maisha, n/a – North South University

Co-Author: Marium Mou, n/a – North South University

Co-Author: Kazi Newaz, n/a – Accident Research Institute (ARI), Bangladesh University of Engineering and Technology (BUET)

Primary Author: Muhammad A. Khan, n/a – The University of Texas at Arlington

Presenter: Sharareh Kermanshachi, PhD, P.E. – University of Texas at Arlington

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

Co-Author: Roya Etminani-Ghasrodashti, Ph.D. – Texas A&M Transportation Institute

Co-Author: Jay M. Rosenberger, PhD – The University of Texas at Arlington

Co-Author: Qisheng Pan, Ph.D. – The University of Texas at Arlington