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Direct Solution of FEM Models: Are Sparse Direct Solvers the Best Strategy?
arXiv - CS - Computational Engineering, Finance, and Science Pub Date : 2020-02-11 , DOI: arxiv-2002.05019
Javad Moshfegh; Marinos N. Vouvakis

A brief summary of direct solution approaches for finite element methods (FEM) in computational electromagnetics (CEM) is given along with an alternative direct solution based on domain decomposition (DD). Unlike recent trends in approximate/low-rank solvers, this work focuses on `numerically exact' solution methods as they are more reliable for complex `real-life' models. Preliminary studies on general three dimensional geometries with unstructured FEM meshes suggest that the proposed direct DD methodology offers significant memory advantages over highly optimized, high-performance sparse direct solver libraries, while maintaining approximately comparable or slightly slower serial serial execution speed but with significantly better parallel and GPU processing prospects.
更新日期:2020-02-13

 

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