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Stochastic analysis and validation under aleatory and epistemic uncertainties · Study

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ArticleStochastic analysis and validation under aleatory and epistemic uncertainties

Austin M. McKeand2020

OA

Articlebronze2020

Stochastic analysis and validation under aleatory and epistemic uncertainties

Austin M. McKeand · Recep Muhammet GÖRGÜLÜARSLAN · Seung-Kyum Choi

35 citations·0/0 files stored·Reliability Engineering & System Safety

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Probabilistic and Robust Engineering Design Reliability and Maintenance Optimization Scientific Measurement and Uncertainty Evaluation

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References

2008Aleatory or epistemic? Does it matter?2010Verification and Validation in Scientific Computing 2011A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing 2002Error and uncertainty in modeling and simulation 2004An exploration of alternative approaches to the representation of uncertainty in model predictions 2007Model validation and predictive capability for the thermal challenge problem 2004An exploration of alternative approaches to the representation of uncertainty in model predictions 2002An approximate epistemic uncertainty analysis approach in the presence of epistemic and aleatory uncertainties

Cited by

2023Stochastic multiscale modeling for quantifying statistical and model errors with application to composite materials 2023Hybrid reliability analysis with incomplete interval data based on adaptive Kriging 2025High-cycle fatigue life prediction for fan blades considering aleatory and epistemic uncertainty with random damage 2023An efficient uncertainty quantification and propagation method through skewness and kurtosis fitting region

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Details

Year2020

Typearticle

Published2020-10-02

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations35

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.ress.2020.107258

openalex_workW3091106089

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