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Sparse polynomial chaos expansions for solving high-dimensional UQ problems
2015
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The Chair carries out research projects in the field of uncertainty quantification for engineering problems with applications in structural reliability, sensitivity analysis, model calibration and reliability-based design optimization Research topics Structural reliability analysis Polynomial chaos expansions and stochastic finite element methods Gaussian process modelling (Kriging) Bayesian model calibration and stochastic inverse problems Global sensitivity analysis Reliability-based design optimization
doi:10.3929/ethz-a-010583137
fatcat:d3opsxyvrbannklmymjgi26ujq