I4 - Pavements: Machine Learning and AI Applications

Moderator(s)

• 

  Ramez Hajj, Ph.D.

  Assistant Professor
  University of Illinois at Urbana-Champaign
  Urbana, Illinois, United States

Presentations:

• 1:30 PM – 1:45 PM MT

  Automatic pavement maintenance predictions using language and machine learning models.
  

  Primary Author: Kunle S. Oguntoye – Iowa State University

  Co-Author: Halil Ceylan, PhD – Iowa State University

  Co-Author: Sunghwan kim, NA – Iowa State University

  Co-Author: Berk Gulmezoglu, n/a – Iowa State University of Science and Technology

  Co-Author: Mo Yunjeong (she/her/hers) – Iowa State University of Science and Technology

  Co-Author: Md Abdullah All Sourav, n/a – Iowa State University
• 1:45 PM – 2:00 PM MT

  Predictive Geotechnics: Leveraging Historical Data for Smarter Planning
  

  Presenter: Arash Hosseini, PhD (he/him/his) – Terracon
• 2:00 PM – 2:15 PM MT

  Improving Reliability of Roadway Asset Data Collected by Image-Based Platforms with AI/ML Algorithms
  

  Presenter: Abbas S. Kachwalla, n/a – AECOM
• 2:15 PM – 2:30 PM MT

  Large Language Models and Agentic AI for Pavement Engineering
  

  Presenter: Mehran Mazari, Ph.D., A.M.ASCE – California State University Los Angeles