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  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1328307 - Classification of Flexible Pavements based on Texture Data
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Christian A. Sabillon – University of Texas at Austin
    Presenter: Christian A. Sabillon – University of Texas at Austin
    Co-Author: Joaquin B. Hernandez, n/a – University of Texas at Austin
    Co-Author: Jorge A. Prozzi – University of Texas at Austin
    Co-Author: Maria Bassil, PhD Candidate – University of Texas at Austin
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1335751 - Unmanned Aerial Vehicle-Based Runway Condition Assessment at the 31st Busiest Airport in the World (Toronto Pearson - YYZ)
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Ryan Coppersmith, MS (he/him/his) – Niricson
    Presenter: Daan Arscott, BSc, MBA – Niricson
    Co-Author: Jillian Jones
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1370007 - Prediction of Short-term Asphalt Pavement Rutting Using Deep Learning Models
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Yong Deng, PhD – Washington State University
    Presenter: Yong Deng, PhD – Washington State University
    Co-Author: Xianming Shi, Ph.D., P.E. – Washington State University
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1371566 - Exploiting Artificial Intelligence for Modeling of Influencing Parameters on Tire–Pavement Interaction Sound Pressure Level
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Salih Kocak, PhD, P.E., M.ASCE – University of West Florida
    Presenter: Salih Kocak, PhD, P.E., M.ASCE – University of West Florida
    Co-Author: Aksel Seitllari, PhD – State University of New York in Canton
    Presenter: Aksel Seitllari, PhD – State University of New York in Canton
    Co-Author: Ilker Boz, PhD – The Virginia Department of Transportation
    Co-Author: Robert Burnett, n/a – SUNY Canton
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1372010 - Improved Prediction of Frost Depth Penetration using Recurrent Neural Networks
    Room: Governor's Grand Ballroom
    Salon ABC
    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: Wade A. Lein, PhD Materials Science – USACE-ERDC-CRREL
    Co-Author: Zachary Zody, Willupdatelater – ERDC-USACE-CRREL
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1373388 - IoT and Edge Computing for Real-time Pavement Condition Monitoring.
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Abdulateef Daud – University of Missouri - Columbia
    Presenter: Abdulateef Daud – University of Missouri - Columbia
    Co-Author: Yaw Adu-Gyamfi – University of Missouri, Columbia
    Co-Author: Bill G. Buttlar, n/a – University of Missouri - Columbia
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1373743 - Integrating Artificial Intelligence, LiDAR data, and Falling Weight Deflectometer testing to assess potential transportation routes for delivery of wind turbine components.
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Luis Ramirez – Quality Engineering Solutions
    Presenter: Luis Ramirez – Quality Engineering Solutions
    Co-Author: Doug Frith, n/a – Quality Engineering Solutions
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1374185 - The use of Artificial Intelligence in Determining Pothole Sizes and Locations Using Vehicle Built-in Technologies
    Primary Author: Cuthbert Ruseruka, Student (he/him/his) – South Carolina State University
    Presenter: Cuthbert Ruseruka, Student (he/him/his) – South Carolina State University
    Co-Author: Judith Mwakalonge, Academic Supervisor – South Carolina State University
    Co-Author: Gurcan Comert, Professor – Benedict College
    Co-Author: Saidi Siuhi, Professor – South Carolina State University
    Co-Author: Frank C. Ngeni, M.Sc., EIT (he/him/his) – Consor Engineers
    Co-Author: Quincy Anderson, Student – Benedict College, Columbia
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1366758 - Use of machine learning algorithms for predicting the transverse cracking in jointed plain concrete pavements
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: sampath pasupunuri, MTech – University of Nottingham
    Presenter: sampath pasupunuri, MTech – University of Nottingham
    Co-Author: Nick Thom, n/a – University of Nottingham
    Co-Author: Linglin Li, n/a – University of Nottingham
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1370970 - Application of Machine Learning for Joint Detection of Concrete Pavements
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Christian A. Sabillon – University of Texas at Austin
    Presenter: Christian A. Sabillon – University of Texas at Austin
    Co-Author: Joaquin B. Hernandez, n/a – University of Texas at Austin
    Co-Author: Carlo Garcia, n/a – University of Texas at Austin
    Co-Author: Ruohan Li, n/a – University of Texas at Austin
    Co-Author: Jorge A. Prozzi – University of Texas at Austin
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    8:30 AM – 10:00 AM CST
    1371695 - Implementing and Optimizing the Artificial Neural Network to Predict Fatigue Resistance of Asphalt Mixtures
    Room: Governor's Grand Ballroom
    Salon ABC
    Primary Author: Wangyu Ma, n/a – The Transtec Group
    Presenter: Wangyu Ma, n/a – The Transtec Group
    Co-Author: Di Wang, n/a – Aalto University
    Co-Author: Chen Chen, n/a – National Center for Asphalt Technology at Auburn University
    Co-Author: Qinrui Tang, n/a – German Aerospace Center
    Co-Author: Fan Gu, n/a – National Engineering Research Center for Highway Maintenance Technology, School of Traffic and Transportation Engineering, Changsha University of Science & Technology
    Co-Author: Chen Chen, n/a – National Center for Asphalt Technology at Auburn University
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    1:30 PM – 1:45 PM CST
    1373579 - Graph-based Simulator to Predict Airport Flexible Pavement Responses from 3-D Finite Element Analysis
    Room: 400
    Primary Author: Qingwen Zhou – University of Illinois Urbana-Champaign
    Presenter: Qingwen Zhou – University of Illinois Urbana-Champaign
    Co-Author: Imad L. Al-Qadi, PhD, PE, Disti.M.ASCE – University of Illinois at Urbana-Champaign
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    1:45 PM – 2:00 PM CST
    1370887 - Machine Learning Solutions for Top-Down Cracking Design of Airport Rigid Pavement
    Room: 400
    Primary Author: Ali Z. Ashtiani – Applied Research Associates, Inc.
    Presenter: Ali Z. Ashtiani – Applied Research Associates, Inc.
    Co-Author: Timothy A. Parsons, PE – Applied Research Associates
    Co-Author: David R. Brill, M ASCE, PE, PhD – Federal Aviation Administration
    Machine Learning & AI Applications in Pavements
  • Friday, Jun 16th
    2:15 PM – 2:30 PM CST
    1372476 - Identification of Pavement Issues using Latent Dirichlet Allocation Machine Learning
    Room: 400
    Primary Author: Timothy A. Parsons, PE – Applied Research Associates
    Presenter: Timothy A. Parsons, PE – Applied Research Associates
    Co-Author: Aaron B. Pullen, n/a – ARA
    Machine Learning & AI Applications in Pavements
  • Saturday, Jun 17th
    9:45 AM – 10:00 AM CST
    1343728 - Application of Random Forest Algorithm for Classifying Soil Sulfate Concentration Using Electrical Resistivity and Moisture Data
    Room: 602
    Primary Author: Mina Zamanian (she/her/hers) – The University of Texas at Arlington
    Presenter: Mina Zamanian (she/her/hers) – The University of Texas at Arlington
    Co-Author: Natnael T. Asfaw, P.E., PMP – Texas Department of Transportation
    Co-Author: Prakash Chavda, P.E. – Texas Department of Transportation
    Co-Author: Mohsen Shahandashti, Ph.D., P.E. – The University of Texas at Arlington
    Machine Learning & AI Applications in Pavements
  • Saturday, Jun 17th
    10:00 AM – 10:15 AM CST
    1348171 - A Single-Shot Model for Pavement Distress Detection and Quantification
    Room: 602
    Primary Author: Armstrong Aboah – University of Missouri, Columbia
    Presenter: Armstrong Aboah – University of Missouri, Columbia
    Presenter: Neema Jakisa Owor – University of Missouri
    Co-Author: Yaw Adu-Gyamfi – University of Missouri, Columbia
    Co-Author: Neema Jakisa Owor – University of Missouri
    Machine Learning & AI Applications in Pavements
  • Saturday, Jun 17th
    10:15 AM – 10:30 AM CST
    1372696 - Physics-Integrated Machine Learning to Advance Pavement Engineering and Management
    Room: 602
    Primary Author: Nima Kargah-Ostadi, PhD, PE, PMP – Callentis Consulting Group
    Presenter: Nima Kargah-Ostadi, PhD, PE, PMP – Callentis Consulting Group
    Co-Author: Kostiantyn Vasylevskyi, PhD – Callentis Consulting Group
    Co-Author: Andrew Drach, PhD – Callentis Consulting Group
    Machine Learning & AI Applications in Pavements
  • Saturday, Jun 17th
    10:30 AM – 10:45 AM CST
    1374843 - AI/ML Developments in Pavement Distress Detection from Single Machine-Vision Camera
    Room: 602
    Primary Author: Michael J. Harrell, PE – Applied Research Associates, Inc.
    Presenter: Michael J. Harrell, PE – Applied Research Associates, Inc.
    Machine Learning & AI Applications in Pavements