The Approach of Machine Learning to Analyze and Evaluation of Pavements Data
Use of machine learning for estimation of missing pavement data
Advancing the State of the Practice in Pavement Engineering and Management via Integration of Emerging Data Science Tools (presentation file only)
Computational modelling of Tire-Pervious Pavement Skid Resistance using Digital Image Processing
Using Mix Design Information for Modelling of Fundamental Viscoelasticity...
Application of Soft Computing to Predict Stiffness...
Repeatability and reproducibility analysis for Asphalt Mixture Performance Tester...
Understanding Pavement Design through Data Analysis...(presentation file only)
Development of Subgrade Resilient Modulus Prediction Model...
Pavement Performance Modeling for Composite Pavements in the LTPP Wet Freeze Climate Region...
Making the Most of Today’s Pavement Data Collection Capabilities
Influences of PCC Mixture Properties and Strength on Performance of PCC Pavements...
Integrating Maintenance and Rehabilitation History into the Roughness Modeling...
Predicting the long-term effectiveness of preventive pavement maintenance treatments...
Data Driven Processes for Transportation Decisions (presentation file only)
Opportunities and Challenges for Machine Learning in Concrete Science
Leveraging Pavement Performance Analytics for Data-Driven Decision-Making (presentation file only)
Truck Platooning’s Impact on Pavement Fatigue Life based on Material Characterization...(presentation file only)
Numerical parametric study to classify and estimate pavement characteristics...
Machine Learning Solutions for Top-Down Cracking Design of Airport Rigid Pavement
Fatigue Stresses Caused by Superload Vehicles in Concrete Pavements (presentation file only)
Gene Expression Programming-based expression to predict response of a four layered structure
A spatially and temporally detailed evaluation of user costs of urban road work sites
Detection of anomalies in bridge waterproof membrane using artificial intelligence applied to GPR
Forward Strain Backcalculation using ANN
UAV-Hyperspectral-Image based Pavement Condition Assessment via Machine Learning Method
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