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Low-rank compression techniques in integral methods for eddy currents problems

Vacalebre A.
•
Pitassi S.
•
Specogna R.
2023
  • journal article

Periodico
COMPUTER PHYSICS COMMUNICATIONS
Abstract
Volume integral methods for the solution of eddy current problems are very appealing in practice since only the conducting regions need to be meshed. However, they require the assembly and storage of a dense stiffness matrix. With the objective of cutting down assembly time and memory occupation, low-rank approximation techniques like the Adaptive Cross Approximation (ACA) have been considered a major breakthrough. Recently, the VINCO framework has been introduced to reduce significantly memory occupation and computational time thanks to a novel factorization of the dense stiffness matrix. The aim of this paper is introducing a new matrix compression technique enabled by the VINCO framework. We compare the performance of VINCO framework approaches with state-of-the-art alternatives in terms of memory occupation, computational time and accuracy by solving benchmark eddy current problems at increasing mesh sizes; the comparisons are carried out using both direct and iterative solvers. The results clearly indicate that the so-called VINCO-FAIME approach which exploits the Fast Multipole Method (FMM) has the best performance.
DOI
10.1016/j.cpc.2023.108756
WOS
WOS:000998367000001
Archivio
https://hdl.handle.net/11390/1250946
info:eu-repo/semantics/altIdentifier/scopus/2-s2.0-85154565808
https://ricerca.unityfvg.it/handle/11390/1250946
Diritti
metadata only access
Soggetti
  • Eddy current

  • Electric field integr...

  • Fast multipole method...

  • Integral method

  • Low-rank approximatio...

  • Matrix factorization

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