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RISSlope Reliability Analysis Using a Convolutional Neural Networks Surrogate Model with Emphasis on the Nonstationary Spatial Variability of Soil Properties
Publisher: American Society of Civil Engineers
Abstract: Abstract Slope reliability analysis has always been a research focus for geotechnical engineers.
Currently, most studies use stationary random fields to simulate the spatial variability
of soil parameters. However, many ...
Enhancing Empirical Predictions from CPTU Data Using a Hierarchical Bayesian Framework with Adaptive Model Weighting
Publisher: American Society of Civil Engineers
Abstract: AbstractEmpirical correlations are extensively employed in geotechnical engineering for their
practical simplicity, yet their deterministic nature and neglect of inherent uncertainties
often constrain their predictive ...