Primary Author: Anand Stephen, PE – Gannett Fleming

Co-Author: Emani Majors, n/a – Gannett Fleming

Submitter: Anand Stephen, PE – Gannett Fleming

Primary Author: Lizhe Li, PhD – University of Cincinnati

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

Presenter: Mohamed Ahmed, PhD., P.E. – University of Cincinnati

Submitter: Lizhe Li, Ph.D. – University of Cincinnati

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

Co-Author: Lili Du, PhD – University of Florida

Co-Author: Guohui Zhang, PhD – University of Hawaii at Manoa

Submitter: Hanyi Yang, Ph.D – University of Hawaii at Manoa

Primary Author: Keke Long, MA – University of Wisconsin–Madison

Presenter: Keke Long, MA – University of Wisconsin–Madison

Co-Author: Haotian Shi, PhD (he/him/his) – UW-Madison

Co-Author: Zihao Sheng, Master – University of Wisconsin, Madison

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

Co-Author: Sikai Chen – Department of Civil and Environmental Engineering, University of Wisconsin-Madison

Submitter: Keke Long, MA – University of Wisconsin–Madison

Primary Author: Tanmay Das, n/a – North Carolina State Sniversity

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

Submitter: Tanmay Das, n/a – North Carolina State Sniversity

Primary Author: Gregory Brodski, ScD, PhD – Ticon, Inc.

Co-Author: Arthur E. Stepanyan, MS – Ticon, Inc.

Co-Author: Anna Granich, MS – Ticon

Submitter: Gregory Brodski, ScD, PhD – Ticon, Inc.

Presenter: Gregory Brodski, ScD, PhD – Ticon, Inc.

Primary Author: Nutvara Jantarathaneewat – University of Washington

Co-Author: Chenxi Liu – University of Washington

Co-Author: Hao Yang, PhD Candidate – University of Washington

Co-Author: Yangjiao Chen, n/a – Georgia Institute of Technology

Co-Author: MENG-JU Tsai, n/a – University of Washington

Co-Author: Yinhai Wang – Univ. of Washington

Submitter: Nutvara Jantarathaneewat – University of Washington

Primary Author: Jason (Dayong) Wu – Texas A&M University System

Submitter: Jason (Dayong) Wu – Texas A&M University System

Primary Author: Man Liang, PMP, LEED AP – University of Maryland

Presenter: Man Liang, PMP, LEED AP – University of Maryland

Co-Author: Qingbin Cui, n/a – University of Maryland

Submitter: Man Liang, PMP, LEED AP – University of Maryland

Primary Author: AHMED H.H MOHAMED, M.Sc. (he/him/his) – University of Cincinnati

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

Co-Author: Lizhe Li, PhD – University of Cincinnati

Presenter: Lizhe Li, PhD – University of Cincinnati

Submitter: AHMED H.H MOHAMED – University of Cincinnati

Primary Author: 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

Co-Author: Keyu Chen, n/a – University of South Florida

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

Primary Author: Casey M. O'Brien, n/a – Exodigo

Submitter: Casey M. O'Brien – Exodigo

Primary Author: Subash Gupta, n/a – Tennessee State University

Co-Author: Mohammad Tamim Kashifi, n/a – ETH Zurich

Co-Author: Deo Chimba – Tennessee State University

Submitter: Subash Gupta – Tennessee State University

Primary Author: Wan Li, PhD (she/her/hers) – Oak Ridge National Laboratory

Co-Author: Yan Liu, n/a – Oak Ridge National Laboratory

Co-Author: Chen Zhang, n/a – Oak Ridge National Laboratory

Co-Author: David Womble, n/a – Oak Ridge National Laboratory

Co-Author: Chieh (Ross) Wang, PhD, A.M.ASCE (he/him/his) – Oak Ridge National Laboratory

Submitter: Wan Li, PhD (she/her/hers) – Oak Ridge National Laboratory

Primary Author: Wei Sun, PhD (he/him/his) – AIWaysion Inc.

Submitter: Wei Sun, PhD (he/him/his) – AIWaysion Inc.

Primary Author: Abolfazl Karimpour, PhD – SUNY Polytechnic Institute

Presenter: Abolfazl Karimpour, PhD – SUNY Polytechnic Institute

Co-Author: Tianhao Wang, n/a – Yangzhou University

Co-Author: Jishun Ou, n/a – Yangzhou University

Co-Author: Matthew Rycraft – SUNY Polytechnic Institute

Submitter: Abolfazl Karimpour, PhD – SUNY Polytechnic Institute

Primary Author: Amir Rafe (he/him/his) – Utah State University

Presenter: Amir Rafe (he/him/his) – Utah State University

Co-Author: Patrick A. Singleton, PhD – Utah State University

Submitter: Amir Rafe – Utah State University

Primary Author: Neeta A. Eapen, PhD – University of Idaho

Co-Author: Robert B. Heckendorn, Ph.D. – University of Idaho

Co-Author: Ahmed Abdel-Rahim, Ph.,D., P.E., M. ASCE – University of Idaho

Submitter: Neeta A Eapen, Master of Technology – University of Idaho

Presenter: Ahmed Abdel-Rahim, Ph.,D., P.E., M. ASCE – University of Idaho

Primary Author: Seyed Meisam Alavi (he/him/his) – Ph.D. Candidate at IUST / Geotechnical Engineer at Baspar Pey Iranian (BPI)

Co-Author: Sajjad Shakeri Talarposhti, n/a – Soil improvement division at BPI - Civil department at IUST

Co-Author: Ahmad Ali Khodaei, n/a – Baspar Pey Iranian Co.

Co-Author: Milad Aghamolaei, n/a – Baspar Pey Iranian Co. / Iran University of Science and Technology (IUST)

Submitter: Seyed Meisam Alavi – Ph.D. Candidate at IUST / Geotechnical Engineer at Baspar Pey Iranian (BPI)

Primary Author: Ahmad Mahdi Abdelmawla, n/a – University of Georgia

Co-Author: Sung-Hee Sonny Kim, PhD – University of Georgia

Submitter: Ahmad Mahdi Abdelmawla – University of Georgia

Primary Author: Liu Siwen – Southeast University

Co-Author: Zhuang Yifang, n/a – University of Washington

Co-Author: Yufei Ji (he/him/his) – School of Transportation, Southeast University

Co-Author: Nanfang Zheng, n/a – School of Transportation, Southeast University

Co-Author: Pei Liu, n/a – School of Transportation, Southeast University

Co-Author: Ziyuan Pu – Monash University

Submitter: LIU SIWEN – Southeast University

Primary Author: Scott M. Slone, MS Materials Science – US Army Corps of Engineers ERDC-CRREL

Presenter: Scott M. Slone, MS Materials Science – US Army Corps of Engineers ERDC-CRREL

Co-Author: Zachary Zody, Willupdatelater – ERDC-USACE-CRREL

Co-Author: Robert Ibey, n/a – Cold Regions Research and Engineering Laboratory

Co-Author: Wade A. Lein, PhD Materials Science – USACE-ERDC-CRREL

Submitter: Scott M. Slone, MS Materials Science – US Army Corps of Engineers ERDC-CRREL

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

Co-Author: Shoujia Li, n/a – Texas A&M University

Co-Author: Subasish Das, PhD – Texas State University

Co-Author: Jinli Liu, n/a – Texas State University

Submitter: Boniphace Kutela, n/a – Texas A&M Transportation Institute

Primary Author: Ahmed Ibrahim, Ph.D.. P.E, M.ASCE,, F.SEI – University of Idaho

Presenter: Mohamed Tharwat Elshazli, PhD – University of Missouri-Columbia

Co-Author: Ahmed Abdel-Rahim, Ph.,D., P.E., M. ASCE – University of Idaho

Co-Author: Tariq A. Lamei Mohamed, BSc – University of Idaho

Submitter: Ahmed Ibrahim, F.SEI, M.ASCE – University of Idaho

Primary Author: Rei Tamaru, PhD Student – University of Wisconsin Madison

Presenter: Rei Tamaru, PhD Student – University of Wisconsin Madison

Co-Author: Pei Li, PhD (he/him/his) – University of Wisconsin Madison

Co-Author: Bin Ran, Ph.D. – University of Wisconsin-Madison

Submitter: Rei Tamaru, PhD Student – University of Wisconsin Madison

Primary Author: Adrian Cottam, Ph.D. – Auburn University

Co-Author: Xiaofeng Li, Ph.D. – University of Hawaii at Manoa

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

Submitter: Adrian Cottam, Ph.D. – Auburn University

Primary Author: Chenxi Liu – University of Washington

Presenter: Chenxi Liu – University of Washington

Co-Author: Zening Wang, n/a – University of California - San Diego

Co-Author: Hao Yang, PhD Candidate – University of Washington

Co-Author: Torgeir Vaa, MSc – Norwegian Public Roads Administration

Co-Author: Yinhai Wang – Univ. of Washington

Submitter: Chenxi Liu – University of Washington

Primary Author: Paul Slone, PE, PTOE – Cincar Consulting Group, LLC

Submitter: Paul Slone, PE, PTOE – Cincar Consulting Group, LLC

Primary Author: Yunxiang Yang (he/him/his) – University of Georgia

Presenter: Yunxiang Yang (he/him/his) – University of Georgia

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

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

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

Primary Author: AHMED H.H MOHAMED, M.Sc. (he/him/his) – University of Cincinnati

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

Submitter: AHMED H.H MOHAMED – University of Cincinnati

Co-Author: Negar Asadi, n/a – Northeastern University

Co-Author: Daniel Aldrich, n/a – Northeastern University

Primary Author: Seyede Fatemeh Ghoreishi, PhD – Northeastern University

Submitter: Seyede Fatemeh Ghoreishi, PhD – Northeastern University

Co-Author: Seyed Hamid Hosseini, PhD – Northeastern University

Co-Author: Mahdi Imani, PhD – Northeastern University

Primary Author: Yongcan Huang – University of Georgia

Presenter: Yongcan Huang – University of Georgia

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

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

Primary Author: Yifan Ling, n/a – University of Washington

Co-Author: Chenxi Liu – University of Washington

Co-Author: Yiran Zhang – University of Washington

Co-Author: Oliver Wiesner, EIT, RSP1 – University of Washington

Co-Author: Yinhai Wang – Univ. of Washington

Submitter: Yifan Ling – University of Washington

Primary Author: penghui hu, n/a – Tsinghua

Co-Author: Jingyu Xiao, n/a – Tsinghua university

Co-Author: Jianming Hu, n/a – Tsinghua University

Submitter: penghui hu – Tsinghua

Primary Author: Talha Azfar – Rensselaer Polytechnic Institute

Presenter: Talha Azfar – Rensselaer Polytechnic Institute

Co-Author: Ruimin Ke, n/a – Rensselaer Polytechnic Institute

Submitter: Ruimin Ke – Rensselaer Polytechnic Institute

Primary Author: AHMED H.H MOHAMED, M.Sc. (he/him/his) – University of Cincinnati

Co-Author: Lizhe Li, PhD – University of Cincinnati

Presenter: Lizhe Li, PhD – University of Cincinnati

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

Submitter: AHMED H.H MOHAMED – University of Cincinnati

Presenter: Chenyu Zhang, PhD candidate – Stony Brook University

Co-Author: Sam E. Huang (he/him/his) – Stony Brook University

Primary Author: Ruwen Qin, PhD (she/her/hers) – Stony Brook University

Submitter: Ruwen Qin, PhD (she/her/hers) – Stony Brook University

Primary Author: Somdut Roy, n/a – AtkinsRéalis

Co-Author: Angshuman Guin, PhD (he/him/his) – Georgia Institute of Technology

Presenter: Angshuman Guin, PhD (he/him/his) – Georgia Institute of Technology

Co-Author: Michael Hunter, PhD (he/him/his) – Georgia Institute of Technology

Presenter: Michael Hunter, PhD (he/him/his) – Georgia Institute of Technology

Submitter: Somdut Roy – AtkinsRéalis

Primary Author: Nishu Choudhary, Ph.D. – AtkinsRealis

Presenter: Nishu Choudhary, Ph.D. – AtkinsRealis

Co-Author: Michael Hunter, PhD (he/him/his) – Georgia Institute of Technology

Co-Author: Michael Rodgers

Co-Author: Angshuman Guin, PhD (he/him/his) – Georgia Institute of Technology

Submitter: Nishu Choudhary, Ph.D. – AtkinsRealis

Primary Author: Mark Seferian – University of Georgia

Presenter: Mark Seferian – University of Georgia

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

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

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

Primary Author: Chenlu Pu, MS (she/her/hers) – University of Florida

Co-Author: Lili Du, PhD – University of Florida

Submitter: Chenlu Pu, MS (she/her/hers) – University of Florida

Primary Author: Heng Wei – The University of Cincinnati

Co-Author: Wei Lin, n/a – University of Cincinnati

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

Co-Author: Dong Nian – University of Cincinnati

Submitter: Heng Wei – The University of Cincinnati

Primary Author: Behnam Jamali – Transoft Solutions

Co-Author: Behnam Jamali – Transoft Solutions

Presenter: Behnam Jamali – Transoft Solutions

Co-Author: Karen Giese, P.E. – Transoft Solutions

Presenter: Karen Giese, P.E. – Transoft Solutions

Submitter: Behnam Jamali – Transoft Solutions

Primary Author: Chenxi Liu – University of Washington

Co-Author: Yiran Zhang – University of Washington

Co-Author: Hao Yang, PhD Candidate – University of Washington

Co-Author: Wei Sun, PhD (he/him/his) – AIWaysion Inc.

Co-Author: Yinhai Wang – Univ. of Washington

Submitter: Chenxi Liu – University of Washington

Primary Author: Hao Zhen, n/a – University of Georgia

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

Submitter: Hao Zhen – University of Georgia