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Computational Aspects of Stochastic Collocation with Multifidelity Models
15 references·12 citing·23 second hop
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References

  • 1991Stochastic Finite Elements: A Spectral Approach5,753 cited
  • 2002The Wiener--Askey Polynomial Chaos for Stochastic Differential Equations4,821 cited
  • 2005High-Order Collocation Methods for Differential Equations with Random Inputs1,522 cited
  • 2007A Stochastic Collocation Method for Elliptic Partial Differential Equations with Random Input Data1,396 cited
  • 2008A Sparse Grid Stochastic Collocation Method for Partial Differential Equations with Random Input Data942 cited
  • 2009An adaptive hierarchical sparse grid collocation algorithm for the solution of stochastic differential equations447 cited
  • 2011A non-adapted sparse approximation of PDEs with stochastic inputs436 cited
  • 2007Sparse grid collocation schemes for stochastic natural convection problems401 cited
  • 2009Recent Advances in Non-Intrusive Polynomial Chaos and Stochastic Collocation Methods for Uncertainty Analysis and Design371 cited
  • 2008The multi-element probabilistic collocation method (ME-PCM): Error analysis and applications214 cited
  • 2012Multifidelity Uncertainty Quantification Using Non-Intrusive Polynomial Chaos and Stochastic Collocation162 cited
  • 2008Sparse high order FEM for elliptic sPDEs137 cited
  • 2014A Stochastic Collocation Algorithm with Multifidelity Models122 cited
  • 2009A domain adaptive stochastic collocation approach for analysis of MEMS under uncertainties

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88 cited
  • 2012Stochastic Collocation Methods on Unstructured Grids in High Dimensions via Interpolation73 cited
  • Cited by

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    • 2017Multi-fidelity stochastic collocation method for computation of statistical moments39 cited
    • 2015Nonhierarchical multi‐model fusion using spatial random processes32 cited
    • 2019Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence31 cited
    • 2019Multi-fidelity uncertainty propagation using polynomial chaos and Gaussian process modeling27 cited
    • 2015Multifidelity Uncertainty Quantification Using Spectral Stochastic Discrepancy Models15 cited
    • 2022Bi-fidelity stochastic collocation methods for epidemic transport models with uncertainties14 cited
    • 2021A multi-fidelity polynomial chaos-greedy Kaczmarz approach for resource-efficient uncertainty quantification on limited budget12 cited
    • 2022A bi-fidelity stochastic collocation method for transport equations with diffusive scaling and multi-dimensional random inputs11 cited
    • 2019Uncertainty quantification of discontinuous outputs via a non-intrusive bifidelity strategy10 cited
    • 2017Multifidelity Uncertainty Quantification Using Spectral Stochastic Discrepancy Models10 cited