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ArticleAdaptive artificial neural network for uncertainty propagation

Michael Beer2024

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Articlehybrid2024

Adaptive artificial neural network for uncertainty propagation

11 citations·0/0 files stored·Journal of Reliability Science and Engineering

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Probabilistic and Robust Engineering Design Neural Networks and Applications Gaussian Processes and Bayesian Inference

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References

2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output From a Computer Code 2011AK-MCS: An active learning reliability method combining Kriging and Monte Carlo Simulation 2008Efficient Global Reliability Analysis for Nonlinear Implicit Performance Functions 2001Moment methods for structural reliability 2004A univariate dimension-reduction method for multi-dimensional integration in stochastic mechanics 2015A new learning function for Kriging and its applications to solve reliability problems in engineering 2021Machine learning-based methods in structural reliability analysis: A review 2006Application of line sampling simulation method to reliability benchmark problems

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Details

Year2024

Typearticle

Published2024-12-17

VenueJournal of Reliability Science and Engineering

ISSN-L3050-2454

Languageen

Citations11

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1088/3050-2454/ada036

openalex_workW4405513362

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