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August 2012
Abstract:The Euler equations subject to uncertainty in the input parameters are investigated via the stochastic Galerkin approach. We present a new fully intrusive method based on a variable transformation of the continuous equations. Roe variables are employed to get quadratic dependence in the flux function and a well-defined Roe average matrix that can be determined without matrix inversion.
In previous formulations based on generalized chaos expansion of the physical variables, the need to introduce stochastic expansions of inverse quantities, or square-roots of stochastic quantities of interest, adds to the number of possible different ways to approximate the original stochastic problem. We present a method where no auxiliary quantities are needed, resulting in an unambiguous problem formulation.
The Roe formulation saves computational cost compared to the formulation based on expansion of conservative variables. Moreover, the Roe formulation is more robust and can handle cases of supersonic flow, for which the conservative variable formulation leads to instability. For more extreme cases, where the global Legendre polynomials poorly approximate discontinuities in stochastic space, we use the localized Haar wavelet basis.
Note: A compete rewrite with new results appears as report nr 2012-033.
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