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Statistics of Model Factors and Consideration in Reliability-Based Design of Axially Loaded Helical Piles
Publisher: American Society of Civil Engineers
Abstract: Geotechnical design codes have been migrating toward reliability-based design (RBD) concepts. ISO 2394 identified the characterization of model uncertainty as one of the critical elements in the geotechnical RBD process. ...
Prediction of Bearing Capacity of Ring Foundation on Dense Sand with Regard to Stress Level Effect
Publisher: American Society of Civil Engineers
Abstract: This paper uses finite-element formulation of the lower bound theorem to determine the bearing capacity of ring foundations on dense sand. The results are validated with the plasticity solutions, numerical analyses, ...
Variability in Geostructural Performance Predictions
Publisher: American Society of Civil Engineers
Abstract: AbstractPrediction is one of the core activities in geotechnical engineering. Because of our
limited knowledge of ground conditions and the imperfection of predictive models,
the resulting predictions would deviate from ...
Database Assessment of Calculation Model Uncertainties for Axial Resistance and Displacement of Driven Cast-in-Situ Piles
Publisher: American Society of Civil Engineers
Abstract: AbstractDriven cast-in-situ (DCIS) piles (e.g., Franki, Simplex, and Vibro) are classified
as displacement piles and their interaction with the surrounding soil is often analyzed
using the methods originally developed ...
Bayesian-Optimized Physics-Informed Deep Autoencoders for Efficient Calibration of Geotechnical Constitutive Models: A NorSand Case Study
Publisher: American Society of Civil Engineers
Abstract: AbstractRecent advancements in deep learning have revolutionized constitutive model calibration
in geotechnical engineering by automatically identifying complex patterns in high-dimensional
data, enhancing accuracy, and ...
Database Calibration of Design Methods and LRFD Resistance Factors for Auger Cast-in-Place and Drilled Displacement Piles
Publisher: American Society of Civil Engineers
Abstract: AbstractAuger cast-in-place (ACIP) and drilled displacement (DD) piles are routinely considered
as an alternative to drilled shafts or driven piles. However, their acceptance to
support bridges has been lagging. The load ...
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