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Sensitivity analysis based dimension reduction of multiscale models · Study

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ArticleSensitivity analysis based dimension reduction of multiscale models

Anna Nikishova2019

OA

Articlebronze2019

Sensitivity analysis based dimension reduction of multiscale models

Anna Nikishova · Giovanni E. Comi · Alfons G. Hoekstra

9 citations·0/0 files stored·Mathematics and Computers in Simulation

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Probabilistic and Robust Engineering Design Model Reduction and Neural Networks Advanced Mathematical Modeling in Engineering

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References

2001Global sensitivity indices for nonlinear mathematical models and their Monte Carlo estimates 2009Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index 1996Importance measures in global sensitivity analysis of nonlinear models 2015Sensitivity analysis: A review of recent advances 2010How to avoid a perfunctory sensitivity analysis 2019Why so many published sensitivity analyses are false: A systematic review of sensitivity analysis practices 2011A comprehensive framework for verification, validation, and uncertainty quantification in scientific computing 2002Error and uncertainty in modeling and simulation

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Details

Year2019

Typearticle

Published2019-10-25

VenueMathematics and Computers in Simulation

ISSN-L0378-4754

Languageen

Citations9

Files0 public / 0

ShelfProbabilistic and Robust Engineering Design

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doi10.1016/j.matcom.2019.10.013

openalex_workW2941329205

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