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A feature mapping strategy of metamodelling for nonlinear stochastic dynamical systems with low to high-dimensional input uncertainties
16 references·2 citing·37 second hop
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References

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  • 2008

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Sparse polynomial chaos expansions and adaptive stochastic finite elements using a regression approach
270 cited
  • 2019Surrogate-assisted reliability-based design optimization: a survey and a unified modular framework213 cited
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    • 2024rLSTM-AE for dimension reduction and its application to active learning-based dynamic reliability analysis17 cited
    • 2025Efficient forward and inverse uncertainty quantification for dynamical systems based on dimension reduction and Kriging surrogate modeling in functional space13 cited