Primary Author: Bruce Campbell, PE – Parsons Corp.

Presenter: Bruce Campbell, PE – Parsons Corp.

Submitter: Bruce Campbell, PE – Parsons Corp.

Moderator: Zhe Han, n/a – The University of Texas at Austin

Co-Author: Nestor Ricardo Acosta Caro Del Castillo, MS (he/him/his) – The University of Texas at El Paso

Co-Author: Fariba Soltani Mandolakani, n/a – Utah State University

Presenter: Fariba Soltani Mandolakani, n/a – Utah State University

Co-Author: Shamitha Dayarathne Bulugahaele Gedara, n/a – The University of Texas at El Paso

Co-Author: Adeeba Raheem, n/a – The University of Texas at El Paso

Presenter: Adeeba Raheem, n/a – The University of Texas at El Paso

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

Co-Author: Ole Sleipness, n/a – Utah State University

Co-Author: Ivonne Santiago, n/a – The University of Texas at El Paso

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

Primary Author: Parth Kadav – Oak Ridge National Lab

Co-Author: Balaji Selvakumar, n/a – UTK

Co-Author: Johan Fanas, n/a – Revision Autonomy

Co-Author: Abhilasha Saroj, n/a – Oak Ridge National Lab

Co-Author: Maged Shoman, n/a – Oak Ridge National Lab - UTORII

Submitter: Parth Kadav – Oak Ridge National Lab

Primary Author: Cameron Hickert, n/a – MIT

Co-Author: Sirui Li, PhD – MIT

Co-Author: Zhengbing He, PhD – MIT LIDS

Co-Author: Cathy Wu, Ph.D. (she/her/hers) – MIT

Submitter: Cameron Hickert, n/a – MIT

Primary Author: Aidin Jafary Golrokh, MSCE – Advanced Infrastructure Design (AID)

Co-Author: Manuel Celaya, n/a – Advanced Infrastructure Design (AID)

Submitter: Aidin Jafary Golrokh, MSCE – Advanced Infrastructure Design (AID)

Moderator: Zhe Han, n/a – The University of Texas at Austin

Primary Author: Joshua Sperling, PhD – NREL

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

Co-Author: Melake Getabecha, MS – NREL

Co-Author: Ken Kresyman, MBA – Ameren

Co-Author: Erin O'Brien, MS – EM_ACT

Co-Author: Kevin Herdler, MS – EM_ACT

Submitter: Joshua Sperling, PhD – NREL

Primary Author: Prashant V. Ram, P.E. – Applied Pavement Technology, Inc.

Co-Author: Amir Golalipour, Ph.D., P.E. – Federal Highway Administration

Presenter: Amir Golalipour, Ph.D., P.E. – Federal Highway Administration

Submitter: Prashant V. Ram, P.E. – Applied Pavement Technology, Inc.

Presenter: Mark Dubay, PE, DBIA – WSP

Primary Author: Matt Oumedian, PE, DBIA – WSP

Presenter: Matt Oumedian, PE, DBIA – WSP

Submitter: Mark Dubay, PE, DBIA – WSP

Primary Author: Sang Jin Kweon, n/a – Yonsei University

Presenter: Sang Jin Kweon, n/a – Yonsei University

Co-Author: Jooho Kim, n/a – Institute for a Disaster Resilient Texas / Texas A&M University

Submitter: Sang Jin Kweon, n/a – Yonsei University

Co-Author: Grishma Basnet – WSP USA

Primary Author: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Presenter: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Submitter: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Primary Author: Ziyan Zhang, MEng – UC, Riverside

Presenter: Ziyan Zhang, MEng – UC, Riverside

Co-Author: Chuheng Wei, n/a – UC, Riverside

Co-Author: Peng Hao, n/a – UC, Riverside

Co-Author: Kanok Boriboonsomsin, n/a – UC, Riverside

Co-Author: Guoyuan Wu, n/a – UC, Riverside

Submitter: Ziyan Zhang, MEng – UC, Riverside

Co-Author: Siyan Li

Co-Author: Xuanpeng Zhao

Co-Author: Mike Stas

Co-Author: Will Snyder

Primary Author: Ujwalkumar D. Patil, PhD, PE, M. ASCE – University of The District of Columbia

Co-Author: Janel Baxter, n/a – University of The District of Columbia

Co-Author: Nasya Irigollen-Rodriguez, n/a – University of The District of Columbia

Submitter: Ujwalkumar D. Patil, PhD, PE, M. ASCE – University of The District of Columbia

Primary Author: Sijan Adhikari – University of Oklahoma

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

Co-Author: Trent M. Rogers, n/a – The University of Oklahoma

Submitter: Sijan Adhikari – University of Oklahoma

Primary Author: Nita Yodo – North Dakota State University

Co-Author: XINYI YANG, PhD – North Dakota State University

Presenter: XINYI YANG, PhD – North Dakota State University

Co-Author: Tanzina Afrin, n/a – North Dakota State University

Co-Author: Pan Lu – Upper Great Plains Transportation Institute / North Dakota State University

Co-Author: Steve Peterson, n/a – Oak Ridge National Laboratory

Co-Author: Amy Moore, n/a – Oak Ridge National Laboratory

Co-Author: Denver Tolliver, n/a – Upper Great Plains Transportation Institute

Submitter: XINYI YANG, PhD – North Dakota State University

Presenter: Pan Lu – Upper Great Plains Transportation Institute / North Dakota State University

Co-Author: Aravind Krishna Gandi, n/a – GARZA KARHOFF ENGINEERING, LLC

Primary Author: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Presenter: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Submitter: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Primary Author: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Presenter: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Co-Author: Alka Shrestha, MS, E.I.T – SWE Solutions

Submitter: Ryan N. Fries, PhD, PE (he/him/his) – Southern Illinois University Edwardsville

Primary Author: Fady Reyad, M.Sc. – University of Cincinnati

Co-Author: AHMED H.H MOHAMED, M.Sc., Ph.D. Candidate (he/him/his) – University of Cincinnati

Co-Author: Sherif M Gaweesh, PhD – University of North Dakota

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

Submitter: Fady Reyad, M.Sc. – University of Cincinnati

Primary Author: Md Shah Jamal, Graduate Student (he/him/his) – Clemson University

Presenter: Md Shah Jamal, Graduate Student (he/him/his) – Clemson University

Co-Author: Kalyan R. Piratla, Ph.D – Clemson University

Submitter: Md Shah Jamal, Graduate Student (he/him/his) – Clemson University

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

Co-Author: Md. Farhan F. S. Snigdho, B.Sc. in Civil and Environmental Engineering – North South University

Co-Author: Nishat Tasneem, B.Sc. in Civil and Environmental Engineering – North South University

Co-Author: Md. Mahbub M. U. K. Anik, B.Sc. in Civil and Environmental Engineering – North South University

Submitter: Javed Bari, PhD, PE, M.ASCE (he/him/his) – North South University

Primary Author: Kaustav Chatterjee, kaustav.chatterjee10@okstate.edu (he/him/his) – Oklahoma State University

Presenter: Kaustav Chatterjee, kaustav.chatterjee10@okstate.edu (he/him/his) – Oklahoma State University

Submitter: Kaustav Chatterjee, kaustav.chatterjee10@okstate.edu (he/him/his) – Oklahoma State University

Primary Author: Fady Reyad, M.Sc. – University of Cincinnati

Co-Author: AHMED H.H MOHAMED, M.Sc., Ph.D. Candidate (he/him/his) – University of Cincinnati

Co-Author: Sherif M Gaweesh, PhD – University of North Dakota

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

Submitter: Fady Reyad, M.Sc. – University of Cincinnati

Primary Author: Faizan M. Mir – National Laboratory of the Rockies

Co-Author: Peter Denman, n/a – NREL

Co-Author: Todd Osborn (he/him/his) – National Laboratory of the Rockies

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

Co-Author: Qichao Wang, n/a (he/him/his) – NREL

Submitter: Faizan M. Mir – National Laboratory of the Rockies

Primary Author: XINYI YANG, PhD – North Dakota State University

Presenter: XINYI YANG, PhD – North Dakota State University

Co-Author: Tanzina Afrin, n/a – North Dakota State University

Co-Author: Nita Yodo – North Dakota State University

Co-Author: Pan Lu – Upper Great Plains Transportation Institute / North Dakota State University

Co-Author: Amy Moore, n/a – Oak Ridge National Laboratory

Co-Author: Steve Peterson, n/a – Oak Ridge National Laboratory

Co-Author: Denver Tolliver, n/a – Upper Great Plains Transportation Institute

Submitter: XINYI YANG, PhD – North Dakota State University

Presenter: Pan Lu – Upper Great Plains Transportation Institute / North Dakota State University

Primary Author: Mohammad Ashraf Ali, n/a – North Carolina A&T State University

Co-Author: Fahim Kafashan, n/a – North Carolina State University

Co-Author: Ali Gorji Sefidmazgi, Ph.D. Student – North Carolina Agricultural and Technical State University

Co-Author: Venktesh Pandey, PhD (he/him/his) – North Carolina Agricultural and Technical State University

Presenter: Venktesh Pandey, PhD (he/him/his) – North Carolina Agricultural and Technical State University

Co-Author: Ali Hajbabaie, n/a – NC State

Submitter: Venktesh Pandey, PhD (he/him/his) – North Carolina Agricultural and Technical State University

Primary Author: Muhammad Tasnim Alam, MS – University of New Mexico

Co-Author: Rafiqul A. A. Tarefder, Ph.D., P.E. – University of New Mexico

Submitter: Muhammad Tasnim Alam, MS – University of New Mexico

Primary Author: Surendra Nepal, Student (he/him/his) – 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

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

Primary Author: Robi Sonkor Mozumder, SM, ASCE – Prairie View A&M University

Co-Author: Md Jobair Bin Alam, Ph.D., P.E., M. ASCE – Prairie View A&M University

Submitter: Robi Sonkor Mozumder, SM, ASCE – Prairie View A&M University

Primary Author: Sijie Gao, n/a – Kennesaw State University

Co-Author: Da Hu – Kennesaw State University

Presenter: Da Hu – Kennesaw State University

Submitter: Da Hu – Kennesaw State University

Co-Author: Md Rajibur Rahman, BSCE, MS – University of The District of Columbia

Co-Author: Nasya Irigollen-Rodriguez, n/a – University of The District of Columbia

Primary Author: Ujwalkumar D. Patil, PhD, PE, M. ASCE – University of The District of Columbia

Co-Author: Yonathan T. Weldegebriel, BSCE – University of The District of Columbia

Co-Author: Pradeep K. Behera, Ph.D., P.E., F.ASCE, BC.WRE – University of The District of Columbia

Co-Author: Max Denis, PhD – University of The District of Columbia

Submitter: Ujwalkumar D. Patil, PhD, PE, M. ASCE – University of The District of Columbia

Primary Author: Modeste Muhire, P.E. – Bentley Systems

Presenter: Modeste Muhire, P.E. – Bentley Systems

Submitter: Modeste Muhire, P.E. – Bentley Systems