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08/09/2023
Stein Variational Rare Event Simulation
Rare event simulation and rare event probability estimation are importan...
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06/17/2023
Variance-based reliability sensitivity with dependent inputs using failure samples
Reliability sensitivity analysis is concerned with measuring the influen...
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06/07/2022
Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method
In inverse problems, the parameters of a model are estimated based on ob...
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06/08/2021
Sequential active learning of low-dimensional model representations for reliability analysis
To date, the analysis of high-dimensional, computationally expensive eng...
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04/02/2021
