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RWTH Publication No: 841575 2021   |
TITLE |
Description of random level sets by polynomial chaos expansions |
AUTHORS |
Markus Bambach, Stephan Gerster, Michael Herty, Aleksey Sikstel |
ABSTRACT |
We present a novel approach to determine the evolution of level sets under uncertainties in the velocity fields. This leads to a stochastic description of the level sets. To compute the quantiles of random level sets, we use the stochastic Galerkin method for a hyperbolic reformulation of the level-set equations. A novel intrusive Galerkin formulation is presented and proven hyperbolic. It induces a corresponding finite-volume scheme that is specifically taylored for uncertain velocities. |
KEYWORDS |
Level sets, uncertainty quantification, Hamilton-Jacobi equations, hyperbolic conservation laws, stochastic Galerkin, finite-volume method |
DOI |
10.4310/CMS.2024.v22.n1.a4 |