A study of efficient concurrent integration methods of B-Spline basis functions in IGA-FEM

Wozniak, Maciej; Szyszka, Anna; Rojas, Sergio

Abstract

Based on trace theory, we study efficient methods for concurrent integration of B-spline basis functions in IGA-FEM. We motivate the discussion with the heat-equation problem discretized with the forward Euler time-marching scheme in time and the IGA-FEM in space, leading to the study of the cost associated with the assembling of the Mass matrix. We consider several scenarios of parallelization for two standard integration methods; the classical one and sum factorization. We aim to efficiently utilize hybrid memory machines, such as modern clusters, by focusing on the non-obvious layer of the shared memory part of concurrency. We estimate the performance of computations on a GPU and provide a strategy for performing such computations in practical implementations.

Más información

Título según WOS: A study of efficient concurrent integration methods of B-Spline basis functions in IGA-FEM
Título de la Revista: JOURNAL OF COMPUTATIONAL SCIENCE
Volumen: 64
Editorial: Elsevier
Fecha de publicación: 2022
DOI:

10.1016/j.jocs.2022.101857

Notas: ISI