Conference Agenda

Overview and details of the sessions of this conference. Please select a date or location to show only sessions at that day or location. Please select a single session for detailed view (with abstracts and downloads if available).

 
 
Session Overview
Session
T7.2 (2): AI and machine learning technologies in pavement engineering and performance prediction
Time:
Wednesday, 07/May/2025:
2:00pm - 3:40pm

Session Chair: Nizar Lajnef
Technical Staff: Silvio Roth
Location: Room 2 (Seminarraum)

Find Room 2 (Seminarraum) on the TU Wien Maps!
Name: Seminarraum AA 03 - 1
Address: Karlsplatz 13, 1040 Wien, 3rd floor
Roomcode: AA 03 52

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Presentations
2:00pm - 2:20pm

Climate and traffic input based International Roughness Index (IRI) prediction model for rigid pavements using Artificial Neural networks (ANN)

Prashanta Kumar Acharjee1, Abrar Ahmed1, Tanvir Ahmed1, Mayzan Isied1, Amin Akhnoukh2, Mena Souliman1

1University of Texas at Tyler, United States of America; 2East Carolina University, Greenville, North Carolina, The United States



2:20pm - 2:40pm

Machine learning-aided rheological prediction models of asphalt binders based on chemical properties

Fan Zhang1, Di Wang1,2, Yuxuan Sun1, Augusto Cannone Falchetto1,3

1Department of Civil Engineering, Aalto University, Finland; 2Department of Civil Engineering, University of Ottawa, Canada; 3Department of Civil Environmental and Architectural Engineering, University of Padova, Italy



2:40pm - 3:00pm

Prediction of void beneath concrete slabs based on FEM-ANN framework

Bin Shi, Qiao Dong

Southeast University, China, People's Republic of



3:00pm - 3:20pm

Complex shadow removal in pavement Imagery: leveraging diffusion models for advanced solutions

Yaw Okyere Adu-Gyamfi

University of Missouri - Columbia, United States of America



3:20pm - 3:40pm

Improving pavement distress segmentation with diffusion-based generative AI and digital twin insights

Mohammad Amin Talaghat1, Amir Golroo1,2, Mehdi Rasti2

1Amirkabir University of Technology; 2University of Oulu, Finland



 
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