Numerical Solution of Partial Symmetric Generalized Eigenvalue Problems in Piezo Device Modal Analysis

We demonstrate how different computational approaches affect the performance of solving the generalized eigenvalue problem (GEP). The layered piezo device is studied for resonance frequencies using different meshes, sparse matrix representations, and numerical methods in COMSOL Multiphysics and ACEL...

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Vydáno v:Communications on Applied Mathematics and Computation (Online) Ročník 7; číslo 3; s. 1002 - 1015
Hlavní autoři: Muratova, Galina V., Martynova, Tatiana S., Oganesyan, Pavel A.
Médium: Journal Article
Jazyk:angličtina
Vydáno: Singapore Springer Nature Singapore 01.06.2025
Springer Nature B.V
Témata:
Algorithms
Applications of Mathematics
Computational Science and Engineering
Eigenvalues
Eigenvectors
Finite element analysis
Iterative methods
Mathematics
Mathematics and Statistics
Matrix representation
Medical research
Modal analysis
Numerical methods
Original Paper
Sparse matrices
Sparsity
Lanczos algorithm
65F15
Modal analysis
65F10
Partial symmetric generalized eigenvalue problem (GEP)
ISSN:2096-6385, 2661-8893
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Shrnutí:We demonstrate how different computational approaches affect the performance of solving the generalized eigenvalue problem (GEP). The layered piezo device is studied for resonance frequencies using different meshes, sparse matrix representations, and numerical methods in COMSOL Multiphysics and ACELAN-COMPOS packages. Specifically, the matrix-vector and matrix-matrix product implementation for large sparse matrices is discussed. The shift-and-invert Lanczos method is used to solve the partial symmetric GEP numerically. Different solvers are compared in terms of the efficiency. The results of numerical experiments are presented.
Bibliografie:ObjectType-Article-1
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ISSN:2096-6385
2661-8893
DOI:10.1007/s42967-025-00487-1