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

2025/02/01 by Duygu Vargun, Vargun, Duygu, Igor Oliveira Monteiro +3
Chemical Engineering · Engineering · #65B99 #FOS: Mathematics #Fluid Dynamics and Turbulent Flows #Numerical Analysis (math.NA) #Rheology and Fluid Dynamics Studies

paper · pdf · doi:10.48550/arxiv.2502.00533

openalex publication_date 2025/02/01 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/31

Abstract

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.

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