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04/11/2023
Failure Probability Estimation and Detection of Failure Surfaces via Adaptive Sequential Decomposition of the Design Domain
We propose an algorithm for an optimal adaptive selection of points from...
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01/31/2023
Active Learning-based Domain Adaptive Localized Polynomial Chaos Expansion
The paper presents a novel methodology to build surrogate models of comp...
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08/04/2022
Reliability analysis of discrete-state performance functions via adaptive sequential sampling with detection of failure surfaces
The paper presents a new efficient and robust method for rare event prob...
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02/05/2020
Fracture in random quasibrittle media: I. Discrete mesoscale simulations of load capacity and fracture process zone
Numerical simulations of concrete fracture performed with a probabilisti...
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02/05/2020