Primary Author: Saquib Mohammed Haroon – The University of Arizona

Presenter: Saquib Mohammed Haroon – The University of Arizona

Co-Author: Elizabeth Smith, n/a – Ryan Research Group

Co-Author: Alyssa Ryan, PhD (she/her/hers) – University of Arizona

Submitter: Saquib Mohammed Haroon – The University of Arizona

Primary Author: ANGELO RAO, PE – Kittelson and Associates, Inc.

Submitter: ANGELO RAO, PE – Kittelson and Associates, Inc.

Primary Author: Chi Tian, PhD (he/him/his) – University of Texas at Tyler

Presenter: Chi Tian, PhD (he/him/his) – University of Texas at Tyler

Co-Author: Yunfeng Chen, n/a – School of Construction Management Technology, Purdue

Co-Author: Yiheng Feng, n/a – Lyles School of Civil and Construction Engineering, Purdue

Co-Author: Jiansong Zhang, n/a – School of Construction Management Technology, Purdue

Submitter: Chi Tian, PhD (he/him/his) – University of Texas at Tyler

Co-Author: Tathagatha Khan, Ph.D. – Western Kentucky University

Presenter: Tathagatha Khan, Ph.D. – Western Kentucky University

Co-Author: Salim Al Adawi, N/A – Western Kentucky University

Co-Author: Mustafa Abdekhalek, N/A – Western Kentucky University

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

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

Co-Author: Arunabha Banerjee, Ph.D. – Western Kentucky University

Co-Author: Rahul Raoniar, Ph.D. – Western Kentucky University

Submitter: Kirolos Maged Haleem, PhD, P.E. – Western Kentucky University

Primary Author: Pramesh Pudasaini – University of Arizona

Co-Author: Henrick Haule, Ph.D., n/a – University of Alabama in Huntsville

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

Submitter: Pramesh Pudasaini – University of Arizona

Primary Author: Alben Rome Bagabaldo (he/him/his) – Princeton University

Presenter: Alben Rome Bagabaldo (he/him/his) – Princeton University

Co-Author: Jürgen Hackl, n/a – Princeton University

Submitter: Alben Rome Bagabaldo (he/him/his) – Princeton University

Primary Author: Mark Amo-Boateng, PhD – University of Missouri

Co-Author: Yaw Adu-Gyamfi, n/a – University of Missouri-Columbia

Submitter: Mark Amo-Boateng, PhD – University of Missouri

Primary Author: Tharwat Alswaeer, MSc (she/her/hers) – University of New Orleans

Co-Author: Elnaz Safapour, PhD (she/her/hers) – Georgia Southern University

Presenter: Elnaz Safapour, PhD (she/her/hers) – Georgia Southern University

Co-Author: Behzad Rouhanizadeh, PhD – Georgia Southern University

Submitter: Elnaz Safapour, PhD (she/her/hers) – Georgia Southern University

Co-Author: Mohammadsoroush Tafazzoli, LEED AP – Georgia Southern University

Co-Author: MIke Anderson, M. ASCE – University of Alabama-Huntsville

Primary Author: Sudipta Roy, n/a – University of Central Florida

Co-Author: Samiul Hasan, n/a (he/him/his) – University of Central Florida

Presenter: Samiul Hasan, n/a (he/him/his) – University of Central Florida

Submitter: Sudipta Roy, n/a – University of Central Florida

Primary Author: Mehrdad nasri, MSc in Transportation Engineering (he/him/his) – University of Washington

Presenter: Mehrdad nasri, MSc in Transportation Engineering (he/him/his) – University of Washington

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

Submitter: Mehrdad nasri, MSc in Transportation Engineering (he/him/his) – University of Washington

Primary Author: Jisun Lee, n/a – Korea Transport Institute

Presenter: Jisun Lee, n/a – Korea Transport Institute

Co-Author: Heewon Lee, n/a – Korea Transport Institute

Submitter: Jisun Lee, n/a – Korea Transport Institute

Primary Author: HM Abdul Aziz (he/him/his) – Kansas State University

Co-Author: Namratha Kommineni, n/a – Kansas State University

Submitter: HM Abdul Aziz (he/him/his) – Kansas State University

Primary Author: Fahmida Rahman, rahmanf@rowan.edu (she/her/hers) – Rowan University

Presenter: Fahmida Rahman, rahmanf@rowan.edu (she/her/hers) – Rowan University

Co-Author: Miguel T. Soriano, n/a – Rowan University

Submitter: Fahmida Rahman, rahmanf@rowan.edu (she/her/hers) – Rowan University

Primary Author: Khandaker Arafin Islam, n/a – University of Nevada, Las Vegas

Co-Author: Shashi S. Nambisan, n/a (he/him/his) – University of Nevada, Las Vegas

Submitter: Khandaker Arafin Islam, n/a – University of Nevada, Las Vegas

Primary Author: Azharul Islam, ai02681@georgiasouthern.edu – Georgia Southern University

Co-Author: Muhammad Mutahir, mm60445@georgiasouthern.edu – Georgia Southern University

Submitter: Azharul Islam, ai02681@georgiasouthern.edu – Georgia Southern University

Primary Author: Mohammad Khojastehpour – University of Tennessee

Presenter: Mohammad Khojastehpour – University of Tennessee

Co-Author: Sina Sahebi, n/a – Shahid Beheshti University

Co-Author: Mohammad Safaritaherkhani, MS – UMD

Submitter: Mohammad Khojastehpour – University of Tennessee

Co-Author: Purvang Chaudhari – Indian Institute of Technology Bombay

Presenter: Purvang Chaudhari – Indian Institute of Technology Bombay

Primary Author: Suraj Gupta, n/a – Indian Institution of Technology Bombay

Co-Author: Monik Gupta, n/a – Indian Institution of Technology Bombay

Co-Author: Nagendra R. Velaga, n/a – Indian Institution of Technology Bombay

Co-Author: Gopal Patil, n/a – Indian Institution of Technology Bombay

Co-Author: Perumal Vedagiri, n/a – Indian Institution of Technology Bombay

Submitter: Purvang Chaudhari – Indian Institute of Technology Bombay

Primary Author: Purvang Chaudhari – Indian Institute of Technology Bombay

Presenter: Purvang Chaudhari – Indian Institute of Technology Bombay

Co-Author: Suraj Gupta, n/a – Indian Institution of Technology Bombay

Co-Author: Monik Gupta, n/a – Indian Institution of Technology Bombay

Co-Author: Perumal Vedagiri, n/a – Indian Institution of Technology Bombay

Co-Author: Nagendra R. Velaga, n/a – Indian Institution of Technology Bombay

Co-Author: Gopal Patil, n/a – Indian Institution of Technology Bombay

Submitter: Purvang Chaudhari – Indian Institute of Technology Bombay

Primary Author: Mehrdad nasri, MSc in Transportation Engineering (he/him/his) – University of Washington

Presenter: Mehrdad nasri, MSc in Transportation Engineering (he/him/his) – University of Washington

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

Submitter: Mehrdad nasri, MSc in Transportation Engineering (he/him/his) – University of Washington

Primary Author: Luwei Zeng – Howard University

Presenter: Luwei Zeng – Howard University

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

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

Primary Author: Mulugeta D. Amare, PhD (he/him/his) – University of North Dakota

Presenter: Mulugeta D. Amare, PhD (he/him/his) – University of North Dakota

Co-Author: Daba S. Gedafa, Ph.D., P.E.,ENV SP, F.ASCE – University of North Dakota

Submitter: Mulugeta D. Amare, PhD (he/him/his) – University of North Dakota

Primary Author: Zihao Wen, MS – University of Utah

Presenter: Zihao Wen, MS – University of Utah

Co-Author: Juan C. Medina, PhD – University of Utah

Submitter: Zihao Wen, MS – University of Utah

Primary Author: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Co-Author: Mohammad Jalayer, n/a – Rowan University

Submitter: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Primary Author: Nashid K. Khadem, n/a – AECOM

Presenter: Nashid K. Khadem, n/a – AECOM

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

Presenter: Md Muhib Kabir, n/a – Morgan State University

Co-Author: Mansoureh Jeihani, PhD – Morgan State University

Submitter: Md Muhib Kabir, n/a – Morgan State University

Primary Author: Deep Patel, n/a – AtkinsRéalis

Presenter: Deep Patel, n/a – AtkinsRéalis

Co-Author: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Presenter: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Co-Author: Mohammad Jalayer, n/a – Rowan University

Submitter: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Co-Author: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Presenter: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Primary Author: Deep Patel, n/a – AtkinsRéalis

Presenter: Deep Patel, n/a – AtkinsRéalis

Co-Author: Mohammad Jalayer, n/a – Rowan University

Submitter: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Primary Author: Behrokh Bazmara, behrokhb@vt.edu (she/her/hers) – Virginia Tech

Presenter: Behrokh Bazmara, behrokhb@vt.edu (she/her/hers) – Virginia Tech

Co-Author: Gerardo Flintsch, n/a – Virginia Tech Transportation Institute

Co-Author: Edgar de León Izeppi, Ph.D. – Virginia Tech Transportation Institute

Co-Author: Samer katicha, Ph.D. – Virginia Tech Transportation Institute

Submitter: Behrokh Bazmara, behrokhb@vt.edu (she/her/hers) – Virginia Tech

Primary Author: imran Badshah, PhD Student – North Dakota State University

Submitter: imran Badshah, PhD Student – North Dakota State University

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

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

Presenter: Enock Mwambeleko, n/a – Florida International University

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

Presenter: HM Nayem, n/a – Florida International University

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

Submitter: Enock Mwambeleko, n/a – Florida International University

Primary Author: Alexis E. Perez – Fresno State Transportation Institute

Presenter: Alexis E. Perez – Fresno State Transportation Institute

Co-Author: Jerome S. Martizano, n/a – Fresno State Transportation Institute

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

Submitter: Alexis E. Perez – Fresno State Transportation Institute

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: 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: Priyanka Alluri, n/a – Florida International University

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

Co-Author: Mostafa Soltaninejad, PhD Candidate (he/him/his) – Florida International University

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

Co-Author: Rakan Albatayneh (he/him/his) – Oregon State University

Presenter: Rakan Albatayneh (he/him/his) – Oregon State University

Co-Author: Md Moshiur Rahman, MSc (he/him/his) – Oregon State University

Presenter: Md Moshiur Rahman, MSc (he/him/his) – Oregon State University

Primary Author: Salvador Hernandez – Oregon State University

Submitter: Salvador Hernandez – Oregon State University

Primary Author: Yusef N. Alnuaimi (he/him/his) – the University of Arizona

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: Yusef N. Alnuaimi (he/him/his) – the University of Arizona

Primary Author: Odilo M. Mdimi, n/a – Florida International University

Co-Author: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

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

Co-Author: Sarah Kasomi, MS – HDR INC.

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

Submitter: Odilo M. Mdimi, n/a – Florida International University

Primary Author: Mahendra Bahadur Baniya, PhD – Ministry of Physical Infrastructure Development and Transport Management

Presenter: Mahendra Bahadur Baniya, PhD – Ministry of Physical Infrastructure Development and Transport Management

Co-Author: TIKA KARKI BANIYA, n/a – Saraswati Adarsha Vidhyashram

Co-Author: ARJUN BANIYA, n/a – United Technical College

Co-Author: Rocky Talchabhadel – Jackson State University

Co-Author: Asmit Pokhrel, n/a – Provincial Bridge Support Unit

Co-Author: Satish Subedi, n/a – Department of Road

Submitter: Mahendra Bahadur Baniya, PhD – Ministry of Physical Infrastructure Development and Transport Management

Primary Author: HM Abdul Aziz (he/him/his) – Kansas State University

Submitter: HM Abdul Aziz (he/him/his) – Kansas State University

Primary Author: Jewel Rana Palit, n/a – Nashville Department of Transportation & Multimodal Infrastructure (NDOT)

Presenter: Jewel Rana Palit, n/a – Nashville Department of Transportation & Multimodal Infrastructure (NDOT)

Co-Author: Vijayalakshmi K Kumarasamy, n/a – University of Tennessee at Chattanooga

Presenter: Vijayalakshmi K Kumarasamy, n/a – University of Tennessee at Chattanooga

Submitter: Jewel Rana Palit, n/a – Nashville Department of Transportation & Multimodal Infrastructure (NDOT)

Primary Author: Yazan Abukhalil, PE, RSP1 (he/him/his) – Institute for Transportation - Iowa State University

Co-Author: Zachary Hans, n/a – Institute for Transportation - Iowa State University

Co-Author: Hossein Naraghi, n/a – Iowa DOT

Submitter: Yazan Abukhalil, PE, RSP1 (he/him/his) – Institute for Transportation - Iowa State University

Primary Author: Md Sadman Islam (he/him/his) – Rowan University

Presenter: Md Sadman Islam (he/him/his) – Rowan University

Co-Author: Deep Patel, n/a – AtkinsRéalis

Co-Author: Mohammad Jalayer, n/a – Rowan University

Submitter: Md Sadman Islam (he/him/his) – Rowan University

Primary 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

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

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

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

Co-Author: Nithin Agarwal, n/a – T2 Center Department of Civil & Coastal Engineering, University of Florida

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

Presenter: Abiral Aashish, MS – University of Florida

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

Co-Author: Nithin Agarwal, n/a – T2 Center Department of Civil & Coastal Engineering, University of Florida

Co-Author: Maynard Factor, MBA – Kratos Defense and Security

Co-Author: Charles Brown, n/a – Florida Transportation Technology Transfer Center

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

Presenter: Abiral Aashish, MS – University of Florida

Co-Author: Md Moshiur Rahman, MSc (he/him/his) – Oregon State University

Presenter: Md Moshiur Rahman, MSc (he/him/his) – Oregon State University

Primary Author: Salvador Hernandez – Oregon State University

Submitter: Salvador Hernandez – Oregon State University

Primary Author: Abiral Aashish, MS – University of Florida

Co-Author: Sivaramakrishnan Srinivasan, n/a – University of Florida

Co-Author: Nithin Agarwal, n/a – T2 Center Department of Civil & Coastal Engineering, University of Florida

Co-Author: Grady Carrick, n/a – Enforcement Engineering, Inc.

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

Co-Author: Charles Brown, n/a – Florida Transportation Technology Transfer Center

Submitter: Abiral Aashish, MS – University of Florida

Primary Author: Pratyush Kumar, 22d0280 – Indian Institute of Technology Bombay

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

Co-Author: Nagendra R. Velaga, n/a – Indian Institution of Technology Bombay

Submitter: Pratyush Kumar, 22d0280 – Indian Institute of Technology Bombay

Primary Author: YAWAR ALI, n/a – Indian Institute of Technology Delhi

Presenter: YAWAR ALI, n/a – Indian Institute of Technology Delhi

Co-Author: K RAMACHANDRA RAO, n/a – Indian Institute of Technology Delhi

Co-Author: ASHISH BHASKAR, n/a – QUT, Brisbane

Co-Author: NILADRI CHATTERJEE, n/a – Indian Institute of Technology Delhi

Submitter: YAWAR ALI, n/a – Indian Institute of Technology Delhi

Co-Author: Md Rezwan Hossain, n/a – University of South Alabama

Primary Author: Min-Wook Kang, MWK – University of South Alabama

Presenter: Min-Wook Kang, MWK – University of South Alabama

Co-Author: Shenghua Wu, PhD, P.E., LEED AP, M.ASCE (he/him/his) – University of South Alabama

Presenter: Shenghua Wu, PhD, P.E., LEED AP, M.ASCE (he/him/his) – University of South Alabama

Submitter: Min-Wook Kang, MWK – University of South Alabama

Primary Author: Todd M. Osborn (he/him/his) – National Renewable Energy Lab

Presenter: Todd M. Osborn (he/him/his) – National Renewable Energy Lab

Co-Author: Faizan M. Mir, M.S – National Renewable Energy Laboratory

Co-Author: Stanley E. Young, Ph.D., P.E. (he/him/his) – NREL

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

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

Submitter: Todd M. Osborn (he/him/his) – National Renewable Energy Lab

Co-Author: Xoliswa Evelyn E. Feikie, N/A, n/a – Durban University of Technology

Presenter: Xoliswa Evelyn E. Feikie, N/A, n/a – Durban University of Technology

Primary Author: Jacob A. Adedeji, n/a – Durban University of Technology,

Submitter: Jacob A. Adedeji, n/a – Durban University of Technology,

Primary Author: Md Ashik Mahamud, n/a – University of North Dakota

Co-Author: Sherif Gaweesh, n/a – University of North Dakota

Submitter: Md Ashik Mahamud, n/a – University of North Dakota

Primary Author: Md Sadman Islam (he/him/his) – Rowan University

Presenter: Md Sadman Islam (he/him/his) – Rowan University

Co-Author: Md Arifuzzaman Nayeem, n/a – Rowan University

Co-Author: Ruqaya Alfaris, n/a (she/her/hers) – Rowan University

Co-Author: Ahmed Imtiaz Zamee, n/a – Rowan University

Co-Author: Mohammad Jalayer, n/a – Rowan University

Submitter: Md Sadman Islam (he/him/his) – Rowan University

Primary Author: Abolfazl Karimpour – SUNY Polytechnic Institute

Presenter: Abolfazl Karimpour – SUNY Polytechnic Institute

Co-Author: Ellwood F. Hanrahan, II, na – NYS Department of Transportation

Submitter: Abolfazl Karimpour – SUNY Polytechnic Institute

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

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

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

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

Submitter: Ankit Aryal, Pursuing PhD in Transportation – University of New Mexico

Primary Author: sushmita Bhandari, n/a – University of Arizona

Presenter: sushmita Bhandari, n/a – University of Arizona

Co-Author: Alyssa Ryan, PhD (she/her/hers) – University of Arizona

Co-Author: Henrick Haule, PhD – University of Alabama

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

Submitter: sushmita Bhandari, n/a – University of Arizona

Primary Author: Nutvara Jantarathaneewat – University of Washington

Presenter: Nutvara Jantarathaneewat – University of Washington

Co-Author: Tanyaluk Ruangket, MA (she/her/hers) – Department of Rural Roads

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

Submitter: Nutvara Jantarathaneewat – University of Washington

Primary Author: Manthirikul Sandeep, n/a – National Institute of Technology Jamshedpur

Presenter: Manthirikul Sandeep, n/a – National Institute of Technology Jamshedpur

Co-Author: Udit Jain, n/a – Visvesvaraya National Institute of Technology

Submitter: Manthirikul Sandeep, n/a – National Institute of Technology Jamshedpur

Primary Author: Xi Zhang – University of Arizona

Presenter: Xi Zhang – University of Arizona

Co-Author: Alyssa Ryan, PhD (she/her/hers) – University of Arizona

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

Submitter: Xi Zhang – University of Arizona

Presenter: Alyssa Ryan, PhD (she/her/hers) – University of Arizona

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

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

Primary Author: mohammad alharthai, Assistant Professor, Department of Civil Engineering Najran University. He received his Ph.D from University of South Florida, Tampa, Florida, in 2022. – Department of Civil Engineering / Najran University

Presenter: mohammad alharthai, Assistant Professor, Department of Civil Engineering Najran University. He received his Ph.D from University of South Florida, Tampa, Florida, in 2022. – Department of Civil Engineering / Najran University

Submitter: mohammad alharthai, Assistant Professor, Department of Civil Engineering Najran University. He received his Ph.D from University of South Florida, Tampa, Florida, in 2022. – Department of Civil Engineering / Najran University

Primary Author: Omar Thomas, PE – The University of the West Indies

Co-Author: Rachelle A. McFarlane, MSc (she/her/hers) – University of Technology, Jamaica and University of the West Indies, Mona Campus

Submitter: Omar Thomas, PE – The University of the West Indies

Primary Author: Yuting Chen, PhD – UNC Charlotte

Co-Author: Youngseob Eum, PhD – UNC Charlotte

Submitter: Yuting Chen, PhD – UNC Charlotte

Primary Author: Arome J. Ozigagu, PhD Student – University of Rhode Island

Co-Author: Izison Benibo, Master's Student – South Carolina State University

Submitter: Arome J. Ozigagu, PhD Student – University of Rhode Island

Primary Author: Seth W. Chalmers, PE (he/him/his) – Dibble

Submitter: Seth W. Chalmers, PE (he/him/his) – Dibble

Primary Author: Nazmus Sakib, n/a (he/him/his) – Islamic University of Technology (IUT)

Co-Author: Jafrin Rahman Nahin, n/a – Islamic University of Technology

Co-Author: Masrhid Monir Khan, n/a – Islamic University of Technology

Submitter: Nazmus Sakib, n/a (he/him/his) – Islamic University of Technology (IUT)

Primary Author: Nami Alsulami, Ph.D – Al-Baha University

Submitter: Nami Alsulami, Ph.D – Al-Baha University

Primary Author: Abdallah Kinero – Florida International University

Presenter: Abdallah Kinero – Florida International University

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

Submitter: Abdallah Kinero – Florida International University

Presenter: Odilo M. Mdimi, n/a – Florida International University

Presenter: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

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: Maxwell H. Wood, Undergraduate Research Assistant (he/him/his) – Mercer University

Presenter: Maxwell H. Wood, Undergraduate Research Assistant (he/him/his) – Mercer University

Submitter: Maxwell H. Wood, Undergraduate Research Assistant (he/him/his) – Mercer University

Primary Author: Arsalan Esmaeili, MSc in transportation – University of Washington, Seattle

Presenter: Arsalan Esmaeili, MSc in transportation – University of Washington, Seattle

Co-Author: Soheil Keshavarz, MSc in transportation – University of Washington

Co-Author: Mohammad Oshanreh, MSc in transportation – University of Washington

Co-Author: Don MacKenzie, Associate Professor – University of Washington

Submitter: Arsalan Esmaeili, MSc in transportation – University of Washington, Seattle

Co-Author: Arunabha Banerjee, Ph.D. – Western Kentucky University

Presenter: Arunabha Banerjee, Ph.D. – Western Kentucky University

Co-Author: Trenten Cissell, n/a – Western Kentucky University

Co-Author: Dylan Justice, N/A – Western Kentucky University

Co-Author: Luke Southard, N/A – Western Kentucky University

Co-Author: Shamar Crump, N/A (he/him/his) – Western Kentucky University

Co-Author: Alrose Noronha, N/A – Western Kentucky University

Co-Author: Tathagatha Khan, Ph.D. – Western Kentucky University

Co-Author: Rahul Raoniar, Ph.D. – Western Kentucky University

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

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

Submitter: Kirolos Maged Haleem, PhD, P.E. – Western Kentucky University

Primary Author: Isaac Baah, MS (he/him/his) – University of Cincinnati

Co-Author: Mohamed M. Ahmed, PhD PE – University of Cincinnati

Submitter: Isaac Baah, MS (he/him/his) – University of Cincinnati

Primary Author: Vyshnavi P. Shetty – Cal Poly SLO

Presenter: Vyshnavi P. Shetty – Cal Poly SLO

Co-Author: Anurag Pande, n/a – Cal Poly SLO

Presenter: Anurag Pande, n/a – Cal Poly SLO

Submitter: Vyshnavi P. Shetty – Cal Poly SLO

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

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

Co-Author: Jinghui Yuan, n/a – Oak Ridge National Lab

Presenter: Jinghui Yuan, n/a – Oak Ridge National Lab

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

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

Primary Author: Alireza Ansariyar, PhD, P.E. (he/him/his) – Morgan State University/ Mead & Hunt

Co-Author: Nasim Samadi (she/her/hers) – Morgan State University

Co-Author: Mansoureh Jeihani, PhD – Morgan State University

Submitter: Alireza Ansariyar, PhD, P.E. (he/him/his) – Morgan State University/ Mead & Hunt

Primary Author: Khawaja Atif Naseem – University of Louisiana at Lafayette

Submitter: Khawaja Atif Naseem – University of Louisiana at Lafayette

Primary Author: Yazan Abukhalil, PE, RSP1 (he/him/his) – Institute for Transportation - Iowa State University

Co-Author: Zachary Hans, n/a – Institute for Transportation - Iowa State University

Co-Author: Hossein Naraghi, n/a – Iowa DOT

Co-Author: Nour Al-jbour, n/a – Institute for Transportation - Iowa State University

Submitter: Yazan Abukhalil, PE, RSP1 (he/him/his) – Institute for Transportation - Iowa State University

Primary Author: Andy Brewer, P.E., PTOE – Olsson

Presenter: Andy Brewer, P.E., PTOE – Olsson

Submitter: Andy Brewer, P.E., PTOE – Olsson

Primary Author: Farooq Azam Khanzada, M.S. (he/him/his) – University of Louisiana at Lafayette

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

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

Co-Author: Elisabeta Mitran, Ph.D. – Louisiana Transportation Research Center

Co-Author: Rohit Chakraborty, n/a – Texas State University

Co-Author: Subasish Das, Ph.D. – Texas State University

Co-Author: Julius Codjoe, PhD. & P.E. – Louisiana Transportation Research Center

Submitter: Farooq Azam Khanzada, M.S. (he/him/his) – University of Louisiana at Lafayette

Primary Author: Samantha Islam, PhD, PE (she/her/hers) – University of South Alabama

Submitter: Samantha Islam, PhD, PE (she/her/hers) – University of South Alabama

Primary Author: Fariba Soltani Mandolakani, GRA – Utah State University

Presenter: Fariba Soltani Mandolakani, GRA – Utah State University

Co-Author: Atul Subedi, n/a – Utah State University

Presenter: Atul Subedi, n/a – Utah State University

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

Co-Author: Michelle Mekker, n/a – High Street consulting

Co-Author: William Bouck, Research Assistant with presentation experience in many venues, pursuing a Bachelor's degree in Statistics (he/him/his) – Utah State University

Co-Author: Aleks Paskett, n/a – Utah State University

Submitter: Fariba Soltani Mandolakani, GRA – Utah State University

Primary Author: Abdulaziz H. Alshehri, PhD – Najran University

Presenter: Abdulaziz H. Alshehri, PhD – Najran University

Submitter: Abdulaziz H. Alshehri, PhD – Najran University

Primary Author: Dorcas O. Okaidjah, n/a (she/her/hers) – Iowa State University

Presenter: Christopher Day, PhD, P.E – Iowa State University

Submitter: Dorcas O. Okaidjah, n/a (she/her/hers) – Iowa State University

Primary Author: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

Presenter: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

Co-Author: Odilo M. Mdimi, n/a – Florida International University

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

Co-Author: Sarah Kasomi, MS – HDR INC.

Co-Author: Abdallah Kinero – Florida International University

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

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

Submitter: Francisca Kasubi – FLORIDA INTERNATIONAL UNIVERSITY

Co-Author: Rahul Raoniar, Ph.D. – Western Kentucky University

Presenter: Rahul Raoniar, Ph.D. – Western Kentucky University

Co-Author: Tathagatha Khan, Ph.D. – Western Kentucky University

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

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

Co-Author: Arunabha Banerjee, Ph.D. – Western Kentucky University

Submitter: Kirolos Maged Haleem, PhD, P.E. – Western Kentucky University

Primary Author: Boris R. Claros, n/a – University of Wisconsin-Madison

Co-Author: Boris R. Claros, n/a – University of Wisconsin-Madison

Co-Author: Madhav A. Chitturi, n/a – University of Wisconsin-Madison

Co-Author: Andrea Bill, n/a – Traffic Operations and Safety Laboratory, UW-Madison

Presenter: Andrea Bill, n/a – Traffic Operations and Safety Laboratory, UW-Madison

Co-Author: David A. Noyce, n/a – University of Wisconsin-Madison Department of Civil and Environmental Engineering

Presenter: David A. Noyce, n/a – University of Wisconsin-Madison Department of Civil and Environmental Engineering

Submitter: Boris R. Claros, n/a – University of Wisconsin-Madison

Co-Author: Oluwasegun O. Aluko, SegunAluko PhD – Ekiti State University, Ado Ekiti

Presenter: Oluwasegun O. Aluko, SegunAluko PhD – Ekiti State University, Ado Ekiti

Primary Author: Oluwaseyi Lanre Oke, PhD (he/him/his) – Ekiti State University, Ado Ekiti, Nigeria

Co-Author: Oluwatobi Aluko, n/a – Ekiti State University, Ado Ekiti, Nigeria

Submitter: Oluwasegun O. Aluko, SegunAluko PhD – Ekiti State University, Ado Ekiti

Primary Author: Rebecca Frimpomaah (she/her/hers) – University of North Dakota

Co-Author: Sherif Gaweesh, n/a – University of North Dakota

Submitter: Rebecca Frimpomaah (she/her/hers) – University of North Dakota

Primary Author: Danilo Rinaldi Bisconsini, PhD – Virginia Tech Transportation Institute

Co-Author: Edgar de León Izeppi, Ph.D. – Virginia Tech Transportation Institute

Co-Author: Ross McCarthy, Postdoctoral Researcher – VTTI Faculty

Co-Author: Gerardo Flintsch, n/a – Virginia Tech Transportation Institute

Submitter: Danilo Rinaldi Bisconsini, PhD – Virginia Tech Transportation Institute

Primary Author: Syed A. Morshed, Ph.D. – AASHTO

Co-Author: Kamar Amine, Ph.D., EIT – Mead & Hunt

Submitter: Syed A. Morshed, Ph.D. – AASHTO

Primary Author: PRABHJOT SINGH GANDHI, Mtech – Indian Institute of Technology, Jammu

Presenter: PRABHJOT SINGH GANDHI, Mtech – Indian Institute of Technology, Jammu

Co-Author: Sambhav Goyal, n/a – UBC

Co-Author: Amitash Ojha, n/a – IIT Jammu

Submitter: PRABHJOT SINGH GANDHI, Mtech – Indian Institute of Technology, Jammu

Primary Author: Abdulaziz H. Alshehri, PhD – Najran University

Presenter: Abdulaziz H. Alshehri, PhD – Najran University

Submitter: Abdulaziz H. Alshehri, PhD – Najran University

Primary Author: Boris R. Claros, n/a – University of Wisconsin-Madison

Co-Author: Boris R. Claros, n/a – University of Wisconsin-Madison

Co-Author: Madhav A. Chitturi, n/a – University of Wisconsin-Madison

Co-Author: Andrea Bill, n/a – Traffic Operations and Safety Laboratory, UW-Madison

Presenter: Andrea Bill, n/a – Traffic Operations and Safety Laboratory, UW-Madison

Co-Author: David A. Noyce, n/a – University of Wisconsin-Madison Department of Civil and Environmental Engineering

Presenter: David A. Noyce, n/a – University of Wisconsin-Madison Department of Civil and Environmental Engineering

Submitter: Boris R. Claros, n/a – University of Wisconsin-Madison

Primary Author: Changjian Zhang, Ph.D – University of Hawaii

Presenter: Changjian Zhang, Ph.D – University of Hawaii

Co-Author: Jie He, n/a – Southeast University

Co-Author: Xintong Yan, n/a – Southeast University

Co-Author: Hanyi Yang, Ph.D – University of Hawaii at Manoa

Co-Author: Guohui Zhang, PhD – University of Hawaiʻi at Mānoa

Co-Author: Yiwei Wang, N/A, n/a – University of Hawaii at Manoa

Submitter: Changjian Zhang, Ph.D – University of Hawaii