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  • Tuesday, Jun 10th
    8:30 AM - 9:45 AM MT
    Advanced Technologies, ML and AI
    Room: Solana H
    Moderator: Maziar Moaveni, PhD, PE (he/him/his) – Savannah State University
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    1:30 PM - 2:45 PM MT
    Pavements: Machine Learning and AI Applications
    Room: Solana H
    Moderator: Ramez Hajj, Ph.D. – University of Illinois at Urbana-Champaign
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    1:30 PM - 1:45 PM MT
    Automatic pavement maintenance predictions using language and machine learning models.
    Room: Solana H
    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
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    1:45 PM - 2:00 PM MT
    Predictive Geotechnics: Leveraging Historical Data for Smarter Planning
    Room: Solana H
    Presenter: Arash Hosseini, PhD (he/him/his) – Terracon
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    2:00 PM - 2:15 PM MT
    Improving Reliability of Roadway Asset Data Collected by Image-Based Platforms with AI/ML Algorithms
    Room: Solana H
    Presenter: Abbas S. Kachwalla, n/a – AECOM
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    2:15 PM - 2:30 PM MT
    Efficient Prediction of Asphalt Concrete Mix Design Based on Performance Tests
    Room: Solana G
    Primary Author: Hong Lang, PhD (he/him/his) – University of Illinois Urbana-Champaign
    Presenter: Hong Lang, PhD (he/him/his) – University of Illinois Urbana-Champaign
    Co-Author: Imad L. Al-Qadi, n/a – University of Illinois Urbana-Champaign
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    2:15 PM - 2:30 PM MT
    Large Language Models and Agentic AI for Pavement Engineering
    Room: Solana H
    Presenter: Mehran Mazari, Ph.D., A.M.ASCE – California State University Los Angeles
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    A Method for Preliminary Prediction of Asphalt Mixture Permanent Deformation Test Results
    Room: Exhibit Hall
    Primary Author: Wangyu Ma, PhD, PE – The Transtec Group
    Presenter: Wangyu Ma, PhD, PE – The Transtec Group
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    A Two-Stage Machine Learning Framework for Pavement Asset Management
    Room: Exhibit Hall
    Presenter: Mohammad Safaritaherkhani, MS – UMD
    Co-Author: Narjes Shayesteh, n/a – University of Maryland
    Primary Author: Kaveh Farokhi Sadabadi, n/a – Center for Advanced Transportation Technology (CATT), University of Maryland College Park
    Co-Author: Kaveh Farokhi Sadabadi, n/a – Center for Advanced Transportation Technology (CATT), University of Maryland College Park
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    Intelligent Pavement Monitoring with Real-Time Geolocated Defect Detection on Smartphones
    Room: Exhibit Hall
    Primary Author: Gabriel Tavares de melo Freitas (he/him/his) – Federal Institute of Ceara
    Presenter: Gabriel Tavares de melo Freitas (he/him/his) – Federal Institute of Ceara
    Co-Author: Ernesto Nobre, n/a – Federal University of Ceara
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    Leveraging Artificial Intelligence for Enhanced Monitoring of Road Construction Sites
    Room: Exhibit Hall
    Co-Author: Yahaira Nava Gonzalez, n/a – California State University Los Angeles
    Primary Author: Mehran Mazari, PhD – California State Univsrsity Los Angeles
    Presenter: Mehran Mazari, PhD – California State Univsrsity Los Angeles
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    Machine Learning-Based Artificial Neural Networks Faulting Detection Framework for Rigid Pavements
    Room: Exhibit Hall
    Primary Author: Tanvir Ahmed – The University of Texas at Tyler
    Co-Author: Mayzan Isied, PhD – The University of Texas at Tyler
    Co-Author: Mena Souliman, Ph.D., P.E., F.IRF. – The University of Texas at Tyler
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    Prediction of International Roughness Index (IRI) Using Physics-Informed Neural Networks (PINN)
    Room: Exhibit Hall
    Primary Author: Tanvir Ahmed – The University of Texas at Tyler
    Co-Author: Mayzan Isied, PhD – The University of Texas at Tyler
    Co-Author: Mena Souliman, Ph.D., P.E., F.IRF. – The University of Texas at Tyler
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    Predictive Modeling of the International Roughness Index Using Machine Learning Techniques
    Room: Exhibit Hall
    Co-Author: Sebnem Karahancer, PhD – Isparta University of Applied Sciences
    Presenter: Sebnem Karahancer, PhD – Isparta University of Applied Sciences
    Primary Author: Ekinhan Eriskin, PhD (he/him/his) – Suleyman Demirel University
    Co-Author: Ekinhan Eriskin, PhD (he/him/his) – Suleyman Demirel University
    Presenter: Ekinhan Eriskin, PhD (he/him/his) – Suleyman Demirel University
    Co-Author: Serdal Terzi, n/a – Suleyman Demirel University
    Presenter: Serdal Terzi, n/a – Suleyman Demirel University
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    Using Graph Attention Networks for Accurate Pavement Structural Response Prediction
    Room: Exhibit Hall
    Primary Author: urja Giridharan, BE – University of massachusetts amherst
    Presenter: urja Giridharan, BE – University of massachusetts amherst
    Co-Author: Egemen Okte, PhD – University of Massachusetts, Amherst
    Machine Learning & AI Applications in Pavements
  • Tuesday, Jun 10th
    4:45 PM - 6:00 PM MT
    UTILIZING FALLING WEIGHT DEFLECTOMETER DATA FOR ASPHALT PAVEMENT RUTTING PERFORMANCE PREDICTION
    Room: Exhibit Hall
    Primary Author: Sayla Prova – The University of Texas at Tyler
    Co-Author: Mayzan Isied, PhD – The University of Texas at Tyler
    Co-Author: Mena Souliman, Ph.D., P.E., F.IRF. – The University of Texas at Tyler
    Machine Learning & AI Applications in Pavements
  • Wednesday, Jun 11th
    8:30 AM - 8:45 AM MT
    Harnessing AI for Predictive Pavement and Marking Maintenance at Airports
    Room: Solana F
    Primary Author: Mark Pittman – Blyncsy, Inc.
    Presenter: Adam Freeman – Blyncsy, Inc.
    Machine Learning & AI Applications in Pavements