Primary Author: samuel J. Oyaluna, Student – Univerisity Of Hertfortshire

Submitter: samuel J. Oyaluna, Student – Univerisity Of Hertfortshire

Primary Author: Courtney Gantt, ENV SP – RS&H

Submitter: Courtney Gantt, ENV SP – RS&H

Presenter: France Campbell, PE – RDU Airport Authority

Primary Author: Rana Tarabay, PhD in Civil Engineering from The Ohio State University – General Technologies and Solutions

Submitter: Rana Tarabay, PhD in Civil Engineering from The Ohio State University – General Technologies and Solutions

Primary Author: Michael T. McBride, PE – American Structurepoint

Presenter: Michael Maurovich, PE – American Structurepoint, Inc.

Submitter: Michael T. McBride, PE – American Structurepoint

Presenter: Alison Krupski, PE – City of Noblesville

Primary Author: Bryan Lee, MS, MA – CALSTART

Submitter: Bryan Lee, MS, MA – CALSTART

Primary Author: Jonathan Miles, Professor – James Madison Univeristy

Co-Author: Mesude Bayrakci Boz, Dr. – James Madison University

Submitter: Mesude Bayrakci Boz, Dr. – James Madison University

Primary Author: Mohammadsoroush Tafazzoli, LEED AP – Georgia Southern University

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

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

Co-Author: Iffat Haq, Students – Georgia Southern University

Submitter: Mohammadsoroush Tafazzoli, LEED AP – Georgia Southern University

Primary Author: Aditya S. Kushwah, n/a – CALSTART

Presenter: Aditya S. Kushwah, n/a – CALSTART

Co-Author: Bryan Lee, MS, MA – CALSTART

Co-Author: Lais Kimie Oshiro Caldeira, n/a – CALSTART

Submitter: Aditya S. Kushwah, n/a – CALSTART

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

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

Co-Author: Ankit Kathuria, n/a – Indian Institute of Technology Jammu

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

Primary Author: Eliot Wall – GAF Roads

Co-Author: Eliot Wall – GAF Roads

Presenter: Eliot Wall – GAF Roads

Presenter: James Golden, n/a – Pavement Management Group

Submitter: Eliot Wall – GAF Roads

Primary Author: Brandon Yang – Indian Hill High School

Co-Author: Heng Wei – University of Cincinnati

Submitter: Brandon Yang – Indian Hill High School

Primary Author: Ke Ma – UW-Madison

Presenter: Ke Ma – UW-Madison

Co-Author: Hang Zhou, n/a – University of Wisconsin-Madison

Co-Author: Zhaohui Liang, n/a – UW-Madison

Co-Author: Xiaopeng Li, Professional Engineer – University of Wisconsin-Madison

Submitter: Ke Ma – UW-Madison

Primary Author: Samiha Karim Subah, n/a – University of Oklahoma

Presenter: Samiha Karim Subah, n/a – University of Oklahoma

Co-Author: H M IMRAN KAYS, kays@ou.edu (he/him/his) – University of Oklahoma

Co-Author: ARIF SADRI, n/a – University of Oklahoma

Submitter: H M IMRAN KAYS, kays@ou.edu (he/him/his) – University of Oklahoma

Primary Author: Andrea C. Cordova Cruzatty, n/a – Arizona State University

Submitter: Andrea C. Cordova Cruzatty, n/a – Arizona State University

Primary Author: BIn Yu, n/a – Southeast University

Presenter: BIn Yu, n/a – Southeast University

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

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

Co-Author: Shubhankar Shindgikar, Ph.D. Candidate – RS&H

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

Primary Author: SANCHITA CHATTERJEE, PhD – JAWAHARLAL NEHRU UNIVERSITY, NEW DELHI

Presenter: SANCHITA CHATTERJEE, PhD – JAWAHARLAL NEHRU UNIVERSITY, NEW DELHI

Submitter: SANCHITA CHATTERJEE, PhD – JAWAHARLAL NEHRU UNIVERSITY, NEW DELHI

Primary Author: Rayyan Ali (he/him/his) – Velosi Integrity and Safety Pakistan

Submitter: Rayyan Ali (he/him/his) – Velosi Integrity and Safety Pakistan

Primary Author: ANIL KUMAR, n/a – Indian Institute of Technology Roorkee

Co-Author: Uttam K. Roy, n/a – Indian Institute of Technology Roorkee

Submitter: ANIL KUMAR, n/a – Indian Institute of Technology Roorkee

Primary Author: Wencheng Bao, M.Sc. – University of Illinois Urbana-Champaign

Co-Author: Eleftheria Kontou, PhD (she/her/hers) – University of Illinois Urbana-Champaign

Presenter: Eleftheria Kontou, PhD (she/her/hers) – University of Illinois Urbana-Champaign

Submitter: Eleftheria Kontou, PhD (she/her/hers) – University of Illinois Urbana-Champaign

Primary Author: Sadman Sakib, Undergraduate Student (he/him/his) – Chittagong University of Engineering & Technology

Co-Author: Shams Tanvir, n/a – California State University Long Beach

Presenter: Shams Tanvir, n/a – California State University Long Beach

Submitter: Sadman Sakib, Undergraduate Student (he/him/his) – Chittagong University of Engineering & Technology

Co-Author: Marlaina MSA Sanchez, na – na

Co-Author: Kayla Camargo, na – na

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

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

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

Primary 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

Co-Author: Anupa Silwal, MSc – University of New Orleans

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

Co-Author: Kacie D’Alessandro, PhD, PE – Virginia Military Institute

Primary Author: Wakeel Idewu, PhD, P.E. – Virginia Military Institute

Presenter: Wakeel Idewu, PhD, P.E. – Virginia Military Institute

Co-Author: Aksel Seitllari, PhD (he/him/his) – Virginia Military Institute

Submitter: Aksel Seitllari, PhD (he/him/his) – Virginia Military Institute

Co-Author: Drew Melusen

Primary Author: Pouyan Saeidian, PhD Student (he/him/his) – Oregon State University

Co-Author: Arash Arvin, Master student – Isfahan university of technology (IUT)

Submitter: Pouyan Saeidian, PhD Student (he/him/his) – Oregon State University

Co-Author: Salvador Hernandez – Oregon State University

Primary Author: Aderinto Aderinto, PhD – Durban university of Technology

Presenter: Aderinto Aderinto, PhD – Durban university of Technology

Co-Author: Jacob Olumuyiwa Ikotun, PhD (he/him/his) – Durban University of Technology

Co-Author: Valentine Katte, n/a – University of Namibia

Co-Author: Bolanle. D Ikotun, n/a – 3Department of Civil and Environmental Engineering and Building Science, University of South Africa

Submitter: Aderinto Aderinto, PhD – Durban university of Technology

Primary Author: Joe Simon, Architect – National Renewable Energy Laboratory

Co-Author: Hanan Wehbi, PhD – National Renewable Energy Laboratory

Presenter: Hanan Wehbi, PhD – National Renewable Energy Laboratory

Co-Author: Allie Kelly, Executive Director – NREL

Presenter: Allie Kelly, Executive Director – NREL

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

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

Submitter: Joe Simon, Architect – National Renewable Energy Laboratory

Primary Author: RONAKKUMAR NILESHKUMAR MODI, PhD – U V PATEL COLLEGE OF ENGINEERING GANPAT UNIVERSITY

Co-Author: Dr.Chandresh Patel, n/a – U V PATEL COLLEGE OF ENGINEERING GANPAT UNIVERSITY

Co-Author: KAMLESH DAMDOO, n/a – U V PATEL COLLEGE OF ENGINEERING GANPAT UNIVERSITY

Submitter: RONAKKUMAR NILESHKUMAR MODI, PhD – U V PATEL COLLEGE OF ENGINEERING GANPAT UNIVERSITY

Primary Author: Emu Ghosh, M.Sc. student in Civil Engineering (Transportation Specialization) (she/her/hers) – California State University Long Beach

Presenter: Emu Ghosh, M.Sc. student in Civil Engineering (Transportation Specialization) (she/her/hers) – California State University Long Beach

Co-Author: Shams Tanvir, n/a – California State University Long Beach

Submitter: Emu Ghosh, M.Sc. student in Civil Engineering (Transportation Specialization) (she/her/hers) – California State University Long Beach

Primary Author: Manasvita Penujuri (she/her/hers) – BITS-Pilani, Hyderabad Campus

Co-Author: Akshay Gundla, n/a – BITS-Pilani, Hyderabad Campus

Co-Author: Ishant Sharma, n/a – BITS-Pilani, Hyderabad Campus

Co-Author: Sridhar Raju, n/a – BITS-Pilani, Hyderabad Campus

Submitter: Akshay Gundla, n/a – BITS-Pilani, Hyderabad Campus

Primary Author: Md Nayeem Hoque, MSc (he/him/his) – Western Michigan University

Presenter: Md Nayeem Hoque, MSc (he/him/his) – Western Michigan University

Co-Author: Umme Sabiha Onnesha, n/a – Ahsanullah University of Science and Technology

Co-Author: Md Tauhidul Karim – WESTERN MICHIGAN UNIVERSITY

Presenter: Md Tauhidul Karim – WESTERN MICHIGAN UNIVERSITY

Submitter: Md Nayeem Hoque, MSc (he/him/his) – Western Michigan University

Primary Author: Mahesha B, N/A, n/a – RASTA Center for Road Technology, Bengaluru

Presenter: Mahesha B, N/A, n/a – RASTA Center for Road Technology, Bengaluru

Co-Author: Kavitha G, N/A, Affiliated to Visvesvaraya Technological University (VTU), Karnataka – RASTA, Center for Road Technology

Presenter: Kavitha G, N/A, Affiliated to Visvesvaraya Technological University (VTU), Karnataka – RASTA, Center for Road Technology

Co-Author: Vaishakh K, n/a – RASTA center for road Technology, Bangalore

Presenter: Vaishakh K, n/a – RASTA center for road Technology, Bangalore

Submitter: Mahesha B, N/A, n/a – RASTA Center for Road Technology, Bengaluru

Primary Author: Aditya S. Kushwah, n/a – CALSTART

Presenter: Aditya S. Kushwah, n/a – CALSTART

Co-Author: Lais Kimie Oshiro Caldeira, n/a – CALSTART

Submitter: Aditya S. Kushwah, n/a – CALSTART

Primary Author: Khondaker Al Momin, MSc (he/him/his) – University of Oklahoma

Co-Author: Khondaker Al Momin, MSc (he/him/his) – University of Oklahoma

Presenter: Khondaker Al Momin, MSc (he/him/his) – University of Oklahoma

Co-Author: H M IMRAN KAYS, kays@ou.edu (he/him/his) – University of Oklahoma

Co-Author: ARIF SADRI, n/a – University of Oklahoma

Submitter: khondhaker al momin (he/him/his) – University of Oklahoma

Primary Author: Safoura Safari, n/a – University of Maryland, College Park

Presenter: Safoura Safari, n/a – University of Maryland, College Park

Co-Author: Jiehong Lou, n/a – University of Maryland

Submitter: Safoura Safari, n/a – University of Maryland, College Park

Primary Author: SARVJEET SINGH, 8.56 – NIT Kurukshetra

Presenter: SARVJEET SINGH, 8.56 – NIT Kurukshetra

Co-Author: Praveen Aggarwal, n/a – NIT Kurukshetra

Co-Author: Amit Goel, n/a – NICMAR University

Submitter: SARVJEET SINGH, 8.56 – NIT Kurukshetra

Primary Author: Sarah Islam, MS in Civil Engineering – UNIVERSITY OF CINCINNATI

Presenter: Sarah Islam, MS in Civil Engineering – UNIVERSITY OF CINCINNATI

Co-Author: Heng Wei – University of Cincinnati

Submitter: Sarah Islam, MS in Civil Engineering – UNIVERSITY OF CINCINNATI

Primary Author: Tanmay Das, tdas@ncsu.edu – Vanasse Hangen Brustlin

Co-Author: Shams Tanvir, n/a – California State University Long Beach

Submitter: Tanmay Das, tdas@ncsu.edu – Vanasse Hangen Brustlin

Primary Author: Minha Khan, M.Plan – Aligarh Muslim University

Co-Author: Sadaf Faridi, n/a – Aligarh Muslim University

Submitter: Minha Khan, M.Plan – Aligarh Muslim University

Primary Author: Pouyan Saeidian, PhD Student (he/him/his) – Oregon State University

Submitter: Pouyan Saeidian, PhD Student (he/him/his) – Oregon State University

Co-Author: Salvador Hernandez – Oregon State University

Primary Author: Ryan P. Cornell, MLA, MAED – Arizona State University

Submitter: Ryan P. Cornell, MLA, MAED – Arizona State University

Primary Author: Yu-Chen Chu, Master – University of Washington

Co-Author: Brian D. Taylor, PhD – University of California, Los Angeles

Submitter: Yu-Chen Chu, Master – University of Washington

Primary Author: Moatassem Abdallah, PhD – University of Colorado Denver

Presenter: Moatassem Abdallah, PhD – University of Colorado Denver

Submitter: Moatassem Abdallah, PhD – University of Colorado Denver

Co-Author: Catherine M. Suria, n/a – FHWA

Primary Author: Nikhil Menon, PhD (he/him/his) – Kittelson & Associates, Inc.

Submitter: Nikhil Menon, PhD (he/him/his) – Kittelson & Associates, Inc.

Primary Author: Sai Sneha Channamallu – THE UNIVERSITY OF TEXAS AT ARLINGTON

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

Co-Author: Apurva Pamidimukkala, PhD – University of Texas at Arlington

Co-Author: Jay Michael M. Rosenberger, Ph.D. (he/him/his) – University of Texas at Arlington

Co-Author: Greg Hladik, Ph.D. (he/him/his) – University of Texas at Arlington

Submitter: Sai Sneha Channamallu – THE UNIVERSITY OF TEXAS AT ARLINGTON

Co-Author: John H. Kodi, n/a – HNTB Corporation

Presenter: John H. Kodi, n/a – HNTB Corporation

Primary Author: Jimoku H. Salum, P.E – SRF Consulting Group

Presenter: Jimoku H. Salum, P.E – SRF Consulting Group

Co-Author: Sultan Ali, PhD – CHA Consulting, Inc.

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

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

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

Submitter: John H. Kodi, n/a – HNTB Corporation

Primary Author: Ridwan Tiamiyu, n/a – North Carolina A&T State University

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

Co-Author: Indramuthu Sundaram, n/a – North Carolina A&T State University

Co-Author: Doreen N. Jehu-Appiah (she/her/hers) – North Carolina A&T State University

Submitter: Ridwan Tiamiyu, n/a – North Carolina A&T State University

Primary Author: Mesude Bayrakci Boz, Dr. – James Madison University

Presenter: Mesude Bayrakci Boz, Dr. – James Madison University

Co-Author: Jonathan Miles, Professor – James Madison Univeristy

Submitter: Mesude Bayrakci Boz, Dr. – James Madison University

Presenter: Joe Simon, Architect – National Renewable Energy Laboratory

Presenter: Hanan Wehbi, PhD – National Renewable Energy Laboratory

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: Mohammadsoroush Tafazzoli, LEED AP – Georgia Southern University

Presenter: Mohammadsoroush Tafazzoli, LEED AP – Georgia Southern University

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

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

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

Submitter: Fariba Soltani Mandolakani, GRA – Utah State University

Primary Author: khondhaker al momin (he/him/his) – University of Oklahoma

Presenter: khondhaker al momin (he/him/his) – University of Oklahoma

Co-Author: ARIF SADRI, n/a – University of Oklahoma

Submitter: khondhaker al momin (he/him/his) – University of Oklahoma

Primary Author: Omar Shabana, M.S. (he/him/his) – Exponent

Presenter: Behnoud Kermani, PhD, PE – Exponent

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

Co-Author: Kai Jin, M.S. – Exponent

Submitter: Omar Shabana, M.S. (he/him/his) – Exponent

Co-Author: Dale Robbennolt, n/a – University of Texas at Austin

Presenter: Dale Robbennolt, n/a – University of Texas at Austin

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

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

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

Presenter: Fariba Soltani Mandolakani, GRA – Utah State University

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

Submitter: Fariba Soltani Mandolakani, GRA – Utah State University

Primary Author: Nikhil Menon, PhD (he/him/his) – Kittelson & Associates, Inc.

Co-Author: Suhail Asghar, n/a – Penn State University

Co-Author: Sagar Patni, n/a – Nelson\Nygaard Consulting Associates

Submitter: Nikhil Menon, PhD (he/him/his) – Kittelson & Associates, Inc.