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Description of random level sets by polynomial chaos expansions

Authors :
Bambach, Markus
Gerster, Stephan
Herty, Michael
Sikstel, Aleksey
Publication Year :
2021

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.

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2110.08065
Document Type :
Working Paper