Moderator: Shams Tanvir, P.E. – California State University Long Beach

Primary Author: Elena Goss, N/A, n/a – University of Tennessee, Knoxville

Co-Author: Marcella Kaplan, PhD – University of Tennessee, Knoxville

Co-Author: Courtney Cronley, PhD – University of Tennessee, Knoxville

Co-Author: Anthony Knowles, Ph.D. – University of Tennessee, Knoxville

Co-Author: Candace Brakewood, Ph.D. – University of Tennessee, Knoxville

Submitter: Elena Goss, N/A, n/a – University of Tennessee, Knoxville

Presenter: Marcella Kaplan – University of Tennessee Knoxville

Primary Author: Lei Zhu (he/him/his) – UNC Charlotte

Presenter: Lei Zhu (he/him/his) – UNC Charlotte

Co-Author: Yuqiu Yuan, n/a – UNC Charlotte

Presenter: Yuqiu Yuan, n/a – UNC Charlotte

Submitter: Lei Zhu (he/him/his) – UNC Charlotte

Primary Author: Wencheng Bao – University of Illinois Urbana-Champaign

Presenter: Wencheng Bao – University of Illinois Urbana-Champaign

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

Submitter: Wencheng Bao – University of Illinois Urbana-Champaign

Moderator: Shams Tanvir, P.E. – California State University Long Beach

Primary Author: Hsin-Cheng Ivan Shih, n/a – University of Michigan

Presenter: Hsin-Cheng Ivan Shih, n/a – University of Michigan

Co-Author: Atiyya Shaw, n/a – University of Michigan-Ann Arbor

Submitter: Hsin-Cheng Ivan Shih, n/a – University of Michigan

Primary Author: Karen L. Giese, P.E. – Independent

Presenter: Karen L. Giese, P.E. – Independent

Co-Author: Karl L. Rourke, n/a – East Riding of Yorkshire Council

Presenter: Karl L. Rourke, n/a – East Riding of Yorkshire Council

Submitter: Karen L. Giese, P.E. – Independent

Primary Author: Achintya Sharma, PhD, M.ASCE – AECOM

Presenter: Achintya Sharma, PhD, M.ASCE – AECOM

Co-Author: Goutam Jois, Esq., PMP – Jois Construction Management

Presenter: Goutam Jois, Esq., PMP – Jois Construction Management

Co-Author: Umesh K. Jois, n/a – Jois Construction Management

Submitter: Achintya Sharma, PhD, M.ASCE – AECOM

Primary Author: Brian Gettinger, Professional Engineer – Glydways

Presenter: Brian Gettinger, Professional Engineer – Glydways

Submitter: Joni Goh – Glydways. Inc.

Primary Author: Saurab Baral, Student – Georgia Southern University

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

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

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

Primary Author: Sijia Li, n/a – university of illinois urbana- champaign

Presenter: Sijia Li, n/a – university of illinois urbana- champaign

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

Submitter: Sijia Li, n/a – university of illinois urbana- champaign

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

Co-Author: Jonathan Miles, Dr. – James Madison University

Co-Author: Jack Senders, Undergraduate Student – James Madison University

Co-Author: Nik Hardin, Undergraduate Student – James Madison University

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

Primary Author: Zelalem Birhanu Biramo, n/a – NTNU

Submitter: Zelalem Birhanu Biramo, n/a – NTNU

Primary Author: Alireza Yazdiani (he/him/his) – Cornell University

Presenter: Alireza Yazdiani (he/him/his) – Cornell University

Co-Author: Shayan Bafandkar – University of Illinois at Urbana-Champaign

Co-Author: Amir Elmi – University of Sydney,

Co-Author: Yousef Shafahi, n/a – Sharif University of Technology

Submitter: Alireza Yazdiani (he/him/his) – Cornell University

Primary Author: Yaye M. Keita, PhD – University of South Florida (USF)

Presenter: Yaye M. Keita, PhD – University of South Florida (USF)

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

Co-Author: Elzbieta Bialkowska-Jelinska, PhD, GISP – Center for Urban Transportation Research

Co-Author: Emmeth Duran, n/a – FDOT District 7 Safety Office

Submitter: Yaye M. Keita, PhD – University of South Florida (USF)

Primary Author: Deema N. Almaskati (she/her/hers) – The University of Texas at Arlington

Presenter: Deema N. Almaskati (she/her/hers) – The University of Texas at Arlington

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

Co-Author: Sharareh Kermanshachi, Ph.D., P.E. – Penn State Harrisburg

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

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

Submitter: Deema N. Almaskati (she/her/hers) – The University of Texas at Arlington

Primary Author: Matthew Barragan, PE – S&ME

Co-Author: Poura Arabali, PhD – S&ME, Inc

Presenter: Poura Arabali, PhD – S&ME, Inc

Submitter: Matthew Barragan, PE – S&ME

Primary Author: Zohreh Doroudian, Ph. D Student – Michigan State University

Presenter: Zohreh Doroudian, Ph. D Student – Michigan State University

Co-Author: Ehsan Kamjoo, Ph. D Student – Michigan State University

Co-Author: Fatemeh Fakhrmoosavi, Dr. – University of Connecticut

Co-Author: Ali Zockaie, Dr. – Michigan State University

Submitter: Zohreh Doroudian, Ph. D Student – Michigan State University

Primary Author: Dorcas O. Okaidjah, PhD – City of Boston

Submitter: Dorcas O. Okaidjah, PhD (she/her/hers) – City of Boston

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

Co-Author: Mohammad Ali, Undergraduate Student – Chittagong University of Engineering & Technology

Co-Author: Shams Tanvir, P.E. – California State University Long Beach

Presenter: Shams Tanvir, P.E. – California State University Long Beach

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

Primary Author: Aaditya Ojha, n/a – California State University Long Beach

Presenter: Aaditya Ojha, n/a – California State University Long Beach

Co-Author: Shadi Saadeh, PhD, P.E., F. ASCE – California State University, Long Beach

Co-Author: Shams Tanvir, P.E. – California State University Long Beach

Submitter: Aaditya Ojha, n/a – California State University Long Beach

Primary Author: Yen-Chu Wu, MSc – University of Illinois at Urbana-Champaign (UIUC)

Presenter: Yen-Chu Wu, MSc – University of Illinois at Urbana-Champaign (UIUC)

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

Submitter: Yen-Chu Wu, MSc – University of Illinois at Urbana-Champaign (UIUC)

Primary Author: Denissa Sari Darmawi Purba, n/a – BOKU University Wien

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: Mumtaheena Reza (she/her/hers) – University Of Oklahoma

Co-Author: Brandon Vu, n/a – Fears Lab OU

Co-Author: Shreya Vemuganti, n/a – University of Oklahoma

Co-Author: Syed A. Ali, syed.a.ali@ou.edu – University of Oklahoma

Submitter: Mumtaheena Reza (she/her/hers) – University Of Oklahoma

Primary Author: Sadjad Bazarnovi, n/a – University of Illinois Chicago

Co-Author: Alireza Yazdiani (he/him/his) – Cornell University

Presenter: Alireza Yazdiani (he/him/his) – Cornell University

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

Submitter: Alireza Yazdiani (he/him/his) – Cornell University

Primary Author: Mekuanint Getnet, PhD Student – Indian Institute of Technology Delhi

Presenter: Mekuanint Getnet, PhD Student – Indian Institute of Technology Delhi

Co-Author: Girish Agrawal, Professor – Indian Institute of Technology Delhi

Co-Author: Geetam Tiwari, Emeritus Professor – Indian Institute of Technology Delhi

Submitter: Mekuanint Getnet, PhD Student – Indian Institute of Technology Delhi

Primary Author: Shahrina Mahzabin, n/a – Military Institute of Science and Technology

Co-Author: Nipun Barua, n/a – Military Institute of Science and Technology

Co-Author: Nibedita P. Sudipa, n/a – Military Institute of Science and Technology

Co-Author: Mohammed R. Islam, PhD – Military Institute of Science and Technology

Co-Author: Muhammad Hasanuzzaman, Ph.D. – Bangladesh University of Engineering and Technology

Presenter: Mohammad I. Hossain, PhD – Bradley University

Submitter: Shahrina Mahzabin, n/a – Military Institute of Science and Technology

Primary Author: Rosabelle Louise Caram, PhD (she/her/hers) – SCS Engineers

Co-Author: S M Ashik Al Aziz – The University of Texas at Arlington

Co-Author: Md Lutfor Rahman, PhD – WSP USA Inc.

Co-Author: Ishraq Faruk, n/a – Schnabel Engineering

Co-Author: Rummana Sayeed – Langan Engineering and Environmental Services Inc.

Co-Author: MD Sahadat Hossain, Ph.D., P.E. – The University of Texas at Arlington

Submitter: Rosabelle Louise Caram, PhD (she/her/hers) – SCS Engineers

Co-Author: Ruolin Zhang, Ph.D. Candidate – 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: Md Lutfor Rahman, PhD – WSP USA Inc.

Co-Author: Rosabelle Louise Caram, PhD (she/her/hers) – SCS Engineers

Co-Author: S M Ashik Al Aziz – The University of Texas at Arlington

Co-Author: Ishraq Faruk, n/a – Schnabel Engineering

Submitter: Md Lutfor Rahman, PhD – WSP USA Inc.

Primary Author: Amirhossein Radmankian, N/A – University of Texas at Arlington

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

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

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

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

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

Primary Author: Iraj Hossein Pouli Mamaghani, D.Eng., P.Eng., M. ASCE – Civil Engineering Department, University of North Dakota

Co-Author: FNU Tabish, MSc – University of North Dakota

Presenter: FNU Tabish, MSc – University of North Dakota

Co-Author: Redeat HP Kassaye, MSc – Civil Engineering Department, University of North Dakota

Co-Author: Jayasri R.N. HP Javvaji, BSc – Civil Engineering Department, University of North Dakota

Submitter: Iraj Hossein Pouli Mamaghani, D.Eng., P.Eng., M. ASCE – Civil Engineering Department, University of North Dakota

Primary Author: Yen-Chu Wu, MSc – University of Illinois at Urbana-Champaign (UIUC)

Presenter: Yen-Chu Wu, MSc – University of Illinois at Urbana-Champaign (UIUC)

Co-Author: 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: Yuxi Shen – Michigan State University

Co-Author: Alyssa Ryan, Ph.D. – Michigan State University

Submitter: Yuxi Shen – Michigan State University

Primary Author: Ying Zhang, n/a – University of Connecticut

Presenter: Ying Zhang, n/a – University of Connecticut

Co-Author: 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: Bingrong Sun, n/a – NLR

Presenter: Bingrong Sun, n/a – NLR

Co-Author: Bryaden O'Briant, n/a – National Renewable Energy Laboratory

Co-Author: Nicholas Reinicke, n/a – National Renewable Energy Laboratory

Co-Author: Jake Holden, n/a – National Renewable Energy Laboratory

Submitter: Bingrong Sun, n/a – NLR

Primary Author: Sarah Saadeh – University of California, Berkeley

Co-Author: Shams Tanvir, P.E. – California State University Long Beach

Submitter: Sarah Saadeh – University of California, Berkeley

Primary Author: Abhijit Roy – The University of Texas at Arlington

Primary Author: Sushil Bhatta – The University of Texas at Arlington

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

Submitter: Abhijit Roy – The University of Texas at Arlington

Primary Author: Heng Wei – University of Cincinnati

Presenter: Heng Wei – University of Cincinnati

Co-Author: Y. Jeff Yang, n/a – Institute for Urban Resilience

Co-Author: Sarah Islam, n/a – University of Cincinnati

Co-Author: Mekhala Kaluarachchi, n/a – University of Cincinnati

Co-Author: Zhixia Richard Li, n/a – University of Cincinnati

Submitter: Heng Wei – University of Cincinnati

Primary Author: Liv Haselbach, PE PhD – Lamar University

Co-Author: Mitchell B. Fountain, ME – Lamar University

Presenter: Mitchell B. Fountain, ME – Lamar University

Submitter: Liv Haselbach, PE PhD – Lamar University

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

Co-Author: Shams Tanvir, P.E. – California State University Long Beach

Presenter: Shams Tanvir, P.E. – California State University Long Beach

Co-Author: Dr. Asiful Hoque, Dean of Faculty – Chittagong University of Engineering & Technology

Co-Author: Md. Arif Hossen, Research Lecturer – Institute of River, Harbor and Environmental Science (IRHES) CUET

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

Primary Author: Mohammad I. Hossain, PhD – Bradley University

Presenter: Mohammad I. Hossain, PhD – Bradley University

Co-Author: Arshad Mohammed, n/a – Bradley University

Co-Author: Mohammed Qasimi, n/a – Bradley University

Submitter: Mohammad I. Hossain, PhD – Bradley University

Primary Author: Joao Machado, n/a – UMass Lowell

Co-Author: Joao Machado, n/a – UMass Lowell

Presenter: Joao Machado, n/a – UMass Lowell

Co-Author: Nripojyoti Biswas, PhD, M. ASCE (he/him/his) – UMass Lowell

Presenter: Nripojyoti Biswas, PhD, M. ASCE (he/him/his) – UMass Lowell

Co-Author: Artur Apostolov, n/a – GeoComp

Submitter: Nripojyoti Biswas, PhD, M. ASCE (he/him/his) – UMass Lowell

Moderator: Samuel labi, n/a – Purdue University

Primary Author: Noah Halbach, PLA – Toole Design Group, LLC

Presenter: Noah Halbach, PLA – Toole Design Group, LLC

Co-Author: Melany Alliston, PE – Toole Design Group, LLC

Presenter: Melany Alliston, PE – Toole Design Group, LLC

Presenter: Justin Gese, PE – Short Elliott Hendrickson, Inc.

Submitter: Melany Alliston, PE – Toole Design Group, LLC

Presenter: Dan Starkey, MA, PE – Toole Design Group