Abstract The Surrogate Modeling Toolbox (SMT) is an open-source Python package that
offers a collection of surrogate modeling methods, sampling techniques, and a set of sample …

This paper gives an overview of recent advances in the field of non-probabilistic uncertainty
quantification. Both techniques for the forward propagation and inverse quantification of …

This paper presents the UQpy software toolbox, an open-source Python package for general
uncertainty quantification (UQ) in mathematical and physical systems. The software serves …

Concrete is a heterogeneous material, consisting of different constituents such as
aggregates of different sizes and cement paste. Due to the heterogeneity of the concrete, its …

Supporting structures for offshore wind turbines and the appropriate transformer platforms
are highly susceptible to corrosion. Especially the phenomenon of pitting corrosion is very …

Rainfall-induced landslides pose a significant threat to the public safety in many parts of the
world especially in tropical or subtropical mountainous areas. The research field of …

In traditional slope stability analysis, it is assumed that some “average” or appropriately
“conservative” properties operate over the entire region of interest. This kind of deterministic …

Abstract Random field Monte Carlo (MC) reliability analysis is a robust stochastic method to
determine the probability of failure. This method, however, requires a large number of …

Reasonable assessment of structural resistance degradation and reliability is the premise of
formulating targeted maintenance strategy of aging structures. In this paper, a Gamma …

Random field theory has been increasingly used in probabilistic geotechnical analyses over
the past few decades, where a random field generator with random field parameters is …