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Influence of Anisotropy on Pavement Responses Using Adaptive Sparse Polynomial Chaos Expansion
Publisher: American Society of Civil Engineers
Abstract: Modeling the spatial variability that exists in pavement systems can be conveniently represented by means of random fields; in this study, a probabilistic analysis that considers the spatial variability, including the ...
Influence of Spatial Variability on Pavement Responses Using Latin Hypercube Sampling on Two-Dimensional Random Fields
Publisher: American Society of Civil Engineers
Abstract: Although uncertainties in material properties have been addressed in the design of flexible pavements, most current modeling techniques assume that pavement layers are homogeneous. The paper addresses the influence of the ...
Methodology for Pavement Design Reliability and Back Analysis Using Markov Chain Monte Carlo Simulation
Publisher: American Society of Civil Engineers
Abstract: Given the increasing cost of designing and building new highway pavements, reliability analysis has become vital to ensure that a given pavement performs as expected in the field. Recognizing the importance of failure ...
Influence of Anisotropy on Pavement Responses Using Adaptive Sparse Polynomial Chaos Expansion
Publisher: American Society of Civil Engineers
Abstract: Modeling the spatial variability that exists in pavement systems can be conveniently represented by means of random fields; in this study, a probabilistic analysis that considers the spatial variability, including the ...
Methodology for Global Sensitivity Analysis of Flexible Pavements in a Bayesian Back-Analysis Framework
Publisher: American Society of Civil Engineers
System Reliability Analysis of Flexible Pavements
Publisher: American Society of Civil Engineers
Abstract: The uncertainty in material properties and traffic characterization in the design of flexible pavements has led to significant efforts in recent years to incorporate reliability methods and probabilistic design procedures ...
Reliability-Based Design Optimization of Shallow Foundation on Cohesionless Soil Based on Surrogate-Based Numerical Modeling
Publisher: ASCE
Abstract: This paper develops an approach that utilizes kriging surrogate models for the reliability-based design of geotechnical structures. Surrogate models improve the computational efficiency and reduce the complexity of ...
Reliability-Based Design Optimization of Flexible Pavements Using Kriging Models
Publisher: ASCE
Abstract: In the design of flexible pavements, the target reliability levels can be achieved through a number of structural design alternatives by varying the design parameter (i.e., thickness and resilient moduli) combinations. ...