An Augmented Two-Scale Finite Element Method for Eigenvalue Problems

Xiaoying Dai , Yunyun Du , Fang Liu , Aihui Zhou

Communications on Applied Mathematics and Computation ›› 2025, Vol. 7 ›› Issue (2) : 663 -688.

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Communications on Applied Mathematics and Computation ›› 2025, Vol. 7 ›› Issue (2) :663 -688. DOI: 10.1007/s42967-024-00375-0
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An Augmented Two-Scale Finite Element Method for Eigenvalue Problems
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Abstract

In this paper, an augmented two-scale finite element method is proposed for a class of linear and nonlinear eigenvalue problems on tensor-product domains. Through a correction step, the augmented two-scale finite element solution is obtained by solving an eigenvalue problem on a low-dimensional augmented subspace. Theoretical analysis and numerical experiments show that the augmented two-scale finite element solution achieves the same order of accuracy as the standard finite element solution on a fine grid, but the computational cost required by the former solution is much lower than that demanded by the latter. The augmented two-scale finite element method also improves the approximation accuracy of eigenfunctions in the $L^2(\varOmega )$ norm compared with the two-scale finite element method.

Keywords

Two-scale / Finite element / Augmented subspace method / Eigenvalue problem / Partial differential equation / 65N15 / 65N25 / 65N30 / 65N50

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Xiaoying Dai, Yunyun Du, Fang Liu, Aihui Zhou. An Augmented Two-Scale Finite Element Method for Eigenvalue Problems. Communications on Applied Mathematics and Computation, 2025, 7(2): 663-688 DOI:10.1007/s42967-024-00375-0

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Funding

Key Research and Development Program of Sichuan Province(2019YFA0709600 and 2019YFA0709601)

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Shanghai University

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