论文信息 - Uncertainty Quantification in Computational Models. - 字舞流文

Uncertainty Quantification in Computational Models.

Habib N. Najm | H. Najm

[1] D. Xiu. Numerical Methods for Stochastic Computations: A Spectral Method Approach , 2010 .

[2] O. L. Maître,et al. Spectral Methods for Uncertainty Quantification: With Applications to Computational Fluid Dynamics , 2010 .

[3] Habib N. Najm,et al. Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems , 2008, J. Comput. Phys..

[4] Habib N. Najm,et al. Uncertainty Quantification and Polynomial Chaos Techniques in Computational Fluid Dynamics , 2009 .

[5] Fabio Nobile,et al. An Anisotropic Sparse Grid Stochastic Collocation Method for Partial Differential Equations with Random Input Data , 2008, SIAM J. Numer. Anal..

[6] Baskar Ganapathysubramanian,et al. Sparse grid collocation schemes for stochastic natural convection problems , 2007, J. Comput. Phys..

[7] Roger G. Ghanem,et al. Physical Systems with Random Uncertainties: Chaos Representations with Arbitrary Probability Measure , 2005, SIAM J. Sci. Comput..

[8] Habib N. Najm,et al. Numerical Challenges in the Use of Polynomial Chaos Representations for Stochastic Processes , 2005, SIAM J. Sci. Comput..

[9] R. Ghanem,et al. Multi-resolution analysis of wiener-type uncertainty propagation schemes , 2004 .

[10] Dongbin Xiu,et al. The Wiener-Askey Polynomial Chaos for Stochastic Differential Equations , 2002, SIAM J. Sci. Comput..

[11] R. Ghanem,et al. Stochastic Finite Elements: A Spectral Approach , 1990 .