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Combining integral transform and a generalized probabilistic approach of uncertainties to quantify model-parameter and model uncertainties in computational structural dynamics: The stochastic GITT method
16 references·0 citing·41 second hop
Combining integral transform and a generalized probabilistic approach of uncertainties to quantify model-parameter and model uncertainties in computational structural dynamics: The stochastic GITT method (2021)Combining integral transform and a genera…An efficient metamodeling approach for uncertainty quantification of complex systems with arbitrary parameter probability distributions (2016)An efficient metamodeling app…Analytical uncertainty quantification for modal frequencies with structural parameter uncertainty using a Gaussian process metamodel (2014)Analytical uncertainty quanti…Bayesian posteriors of uncertainty quantification in computational structural dynamics for low-and medium-frequency ranges (2013)Bayesian posteriors of uncert…Stochastic modeling of uncertainties in computational structural dynamics—Recent theoretical advances (2011)Stochastic modeling of uncert…Assessment of structural simulation models by estimating uncertainties due to model selection and model 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References

  • 2008Computational methods in optimization considering uncertainties – An overview573 cited
  • 2000A nonparametric model of random uncertainties for reduced matrix models in structural dynamics475 cited
  • 2004Solving elliptic boundary value problems with uncertain coefficients by the finite element method: the stochastic formulation345 cited
  • 2004Random matrix theory for modeling uncertainties in computational mechanics265 cited
  • 2006On the treatment of uncertainties in structural mechanics and analysis184 cited
  • 2011Stochastic modeling of uncertainties in computational structural dynamics—Recent theoretical advances161 cited
  • 2006Developments in stochastic structural mechanics123 cited
  • 2005Uncertainty in structural dynamics106 cited
  • 2000Unified Approach to Probabilistic and Possibilistic Analysis of Uncertain Systems102 cited
  • 2009Generalized probabilistic approach of uncertainties in computational dynamics using random matrices and polynomial chaos decompositions93 cited
  • 2014Analytical uncertainty quantification for modal frequencies with structural parameter uncertainty using a Gaussian process metamodel75 cited
  • 2007A probabilistic construction of model validation66 cited
  • 2009Uncertainty analysis of complex structural systems50 cited
  • 2011Assessment of structural simulation models by estimating uncertainties due to model selection and model simplification

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44 cited
  • 2016An efficient metamodeling approach for uncertainty quantification of complex systems with arbitrary parameter probability distributions39 cited
  • 2013Bayesian posteriors of uncertainty quantification in computational structural dynamics for low-and medium-frequency ranges22 cited
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