Uncertainty Quantification of Turbulence Model Coefficients via Latin Hypercube Sampling Method

[1]  W. Jones,et al.  The prediction of laminarization with a two-equation model of turbulence , 1972 .

[2]  Jian Cheng,et al.  Latin Hypercube Sampling in Bayesian Networks , 2000, FLAIRS.

[3]  John C. LaRue,et al.  The decay power law in grid-generated turbulence , 1990, Journal of Fluid Mechanics.

[4]  Nahmkeon Hur,et al.  A highly-resolved numerical study of turbulent separated flow past a backward-facing step , 1991 .

[5]  M. Stein Large sample properties of simulations using latin hypercube sampling , 1987 .

[6]  Bassem F. Armaly,et al.  Reattachment of Three-Dimensional Flow Adjacent to Backward-Facing Step , 2002 .

[7]  Hester Bijl,et al.  Uncertainty Quantification Applied to the k-epsilon Model of Turbulence Using the Probabilistic Collocation Method , 2008 .

[8]  H. L. Seegmiller,et al.  Features of a reattaching turbulent shear layer in divergent channel flow , 1985 .

[9]  J. Eaton,et al.  AN LDA STUDY OF THE BACKWARD-FACING STEP FLOW, INCLUDING THE EFFECTS OF VELOCITY BIAS , 1988 .

[10]  T. Kármán Mechanical similitude and turbulence , 1931 .

[11]  Johan Meyers,et al.  Sensitivity analysis of large-eddy simulations to subgrid-scale-model parametric uncertainty using polynomial chaos , 2007, Journal of Fluid Mechanics.

[12]  S. Pope Turbulent Flows: FUNDAMENTALS , 2000 .

[13]  B. Launder,et al.  Application of the energy-dissipation model of turbulence to the calculation of flow near a spinning disc , 1974 .

[14]  Pierre Sagaut,et al.  Sensitivity Analysis and Multiobjective Optimization for LES Numerical Parameters , 2008 .

[15]  James E. Campbell,et al.  An Approach to Sensitivity Analysis of Computer Models: Part I—Introduction, Input Variable Selection and Preliminary Variable Assessment , 1981 .

[16]  F. Durst,et al.  Backward-Facing Step Flows for Various Expansion Ratios at Low and Moderate Reynolds Numbers , 2004 .

[17]  F. Massey The Kolmogorov-Smirnov Test for Goodness of Fit , 1951 .

[18]  M. D. McKay,et al.  A comparison of three methods for selecting values of input variables in the analysis of output from a computer code , 2000 .

[19]  P. Moin,et al.  Turbulence statistics in fully developed channel flow at low Reynolds number , 1987, Journal of Fluid Mechanics.

[20]  John Faragher The Implementation of Probabilistic Methods for Uncertainty Analysis in Computational Fluid Dynamics Simulations of Fluid Flow and Heat Transfer in a Gas Turbine Engine , 2006 .

[21]  James P. Johnston,et al.  Investigation of a Reattaching Turbulent Shear Layer: Flow Over a Backward-Facing Step , 1980 .