Anderson acceleration of a Picard solver for the Oldroyd-B model of viscoelastic fluids

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Hauptverfasser: Vargun, Duygu, Monteiro, Igor O., Rebholz, Leo G.
Format: Preprint
Veröffentlicht: 2025
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author Vargun, Duygu
Monteiro, Igor O.
Rebholz, Leo G.
author_facet Vargun, Duygu
Monteiro, Igor O.
Rebholz, Leo G.
contents We study an iterative nonlinear solver for the Oldroyd-B system describing incompressible viscoelastic fluid flow. We establish a range of attributes of the fixed-point-based solver, together with the conditions under which it becomes contractive and examining the smoothness properties of its corresponding fixed-point function. Under these properties, we demonstrate that the solver meets the necessary conditions for recent Anderson acceleration (AA) framework, thereby showing that AA enhances the solver's linear convergence rate. Results from two benchmark tests illustrate how AA improves the solver's ability to converge as the Weissenberg number is increased.
format Preprint
id arxiv_https___arxiv_org_abs_2502_00533
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Anderson acceleration of a Picard solver for the Oldroyd-B model of viscoelastic fluids
Vargun, Duygu
Monteiro, Igor O.
Rebholz, Leo G.
Numerical Analysis
65B99
We study an iterative nonlinear solver for the Oldroyd-B system describing incompressible viscoelastic fluid flow. We establish a range of attributes of the fixed-point-based solver, together with the conditions under which it becomes contractive and examining the smoothness properties of its corresponding fixed-point function. Under these properties, we demonstrate that the solver meets the necessary conditions for recent Anderson acceleration (AA) framework, thereby showing that AA enhances the solver's linear convergence rate. Results from two benchmark tests illustrate how AA improves the solver's ability to converge as the Weissenberg number is increased.
title Anderson acceleration of a Picard solver for the Oldroyd-B model of viscoelastic fluids
topic Numerical Analysis
65B99
url https://arxiv.org/abs/2502.00533