Sparse Aitken–Schwarz domain decomposition with application to Darcy flow

نویسندگان

چکیده

This paper focuses on the acceleration of Schwarz method by Aitken’s convergence technique considering special structure Schwarz’s error operator between two consecutive iterates domain decomposition’s interfaces. The new proposed method, called Sparse Aitken-Schwarz builds a low-rank space for each subdomain to approximate true solution its interfaces instead building associated gathered subdomains’ as does. We show that resulting is better than full GMRES applied global interface problem generated whose dimension larger size Krylov same number local solving. has robustness noise Aitken-Schwarz. Weak and strong scaling results two-level parallel implementation improvements over 3D Darcy flow application with randomly distributed permeability fields high contrast values (Berenguer & Al, process using singular value decomposition heterogeneous groundwater problems, Computers Fluids 80:320-326, 2013). • Aitken–Schwarz improves respecting block analytical Restrictive Additive Schwarz’ operator. It allows build low–rank more rich those methods avoids accelerated introduced dense approximation RAS’ in leading robust solver. performs weak respect subdomains needing lower q + 1 successive traces. exhibits good performances field values.

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ژورنال

عنوان ژورنال: Computers & Fluids

سال: 2022

ISSN: ['0045-7930', '1879-0747']

DOI: https://doi.org/10.1016/j.compfluid.2022.105687