Fast implementation of FEM for integral fractional laplacian on rectangular meshes
We show that the entries of the stiffness matrix, associated with the C0-piecewise linear finite element discretization of the hyper-singular integral fractional Laplacian (IFL) on rectangular meshes, can be simply expressed as one-dimensional integrals on a finite interval. Particularly, the FEM st...
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sg-ntu-dr.10356-1821712025-01-13T05:50:07Z Fast implementation of FEM for integral fractional laplacian on rectangular meshes Sheng, Changtao Wang, Li-Lian Chen, Hongbin Li, Huiyuan School of Physical and Mathematical Sciences Mathematical Sciences Integral fractional Laplacian Stiffness matrix with Toeplitz structure We show that the entries of the stiffness matrix, associated with the C0-piecewise linear finite element discretization of the hyper-singular integral fractional Laplacian (IFL) on rectangular meshes, can be simply expressed as one-dimensional integrals on a finite interval. Particularly, the FEM stiffness matrix on uniform meshes has a block-Toeplitz structure, so the matrix-vector multiplication can be implemented by FFT efficiently. The analytic integral representations not only allow for accurate evaluation of the entries, but also facilitate the study of some intrinsic properties of the stiffness matrix. For instance, we can obtain the asymptotic decay rate of the entries, so the “dense” stiffness matrix turns out to be “sparse” with an O(h3) cutoff. We provide ample numerical examples of PDEs involving the IFL on rectangular or L-shaped domains to demonstrate the optimal convergence and efficiency of this semi-analytical approach. With this, we can also offer some benchmarks for the FEM on general meshes implemented by other means (e.g., for accuracy check and comparison when triangulation reduces to rectangular meshes). Ministry of Education (MOE) The research of first author is partially supported by the National Natural Science Foundation of China (Nos. 12201385 and 12271365), Shanghai Pujiang Program 21PJ1403500, the Fundamental Research Funds for the Central Universities 2021110474 and Shanghai Post-doctoral Excellence Program 2021154. The research of second author is partially supported by Singapore MOE AcRF Tier 1 Grant: RG15/21. The research of the third author is partially supported by the Natural Science Foundation of Hunan Province (No. 2022JJ30996). The work of fourth author is partially supported by the National Natural Science Foundation of China (No. 11871455 and 11971016). 2025-01-13T05:50:07Z 2025-01-13T05:50:07Z 2024 Journal Article Sheng, C., Wang, L., Chen, H. & Li, H. (2024). Fast implementation of FEM for integral fractional laplacian on rectangular meshes. Communications in Computational Physics, 36(3), 673-710. https://dx.doi.org/10.4208/cicp.OA-2023-0011 1815-2406 https://hdl.handle.net/10356/182171 10.4208/cicp.OA-2023-0011 2-s2.0-85207285219 3 36 673 710 en RG15/21 Communications in Computational Physics © 2024 Global-Science Press. All rights reserved. |
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Mathematical Sciences Integral fractional Laplacian Stiffness matrix with Toeplitz structure Sheng, Changtao Wang, Li-Lian Chen, Hongbin Li, Huiyuan Fast implementation of FEM for integral fractional laplacian on rectangular meshes |
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We show that the entries of the stiffness matrix, associated with the C0-piecewise linear finite element discretization of the hyper-singular integral fractional Laplacian (IFL) on rectangular meshes, can be simply expressed as one-dimensional integrals on a finite interval. Particularly, the FEM stiffness matrix on uniform meshes has a block-Toeplitz structure, so the matrix-vector multiplication can be implemented by FFT efficiently. The analytic integral representations not only allow for accurate evaluation of the entries, but also facilitate the study of some intrinsic properties of the stiffness matrix. For instance, we can obtain the asymptotic decay rate of the entries, so the “dense” stiffness matrix turns out to be “sparse” with an O(h3) cutoff. We provide ample numerical examples of PDEs involving the IFL on rectangular or L-shaped domains to demonstrate the optimal convergence and efficiency of this semi-analytical approach. With this, we can also offer some benchmarks for the FEM on general meshes implemented by other means (e.g., for accuracy check and comparison when triangulation reduces to rectangular meshes). |
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School of Physical and Mathematical Sciences |
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School of Physical and Mathematical Sciences Sheng, Changtao Wang, Li-Lian Chen, Hongbin Li, Huiyuan |
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Article |
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Sheng, Changtao Wang, Li-Lian Chen, Hongbin Li, Huiyuan |
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Sheng, Changtao |
title |
Fast implementation of FEM for integral fractional laplacian on rectangular meshes |
title_short |
Fast implementation of FEM for integral fractional laplacian on rectangular meshes |
title_full |
Fast implementation of FEM for integral fractional laplacian on rectangular meshes |
title_fullStr |
Fast implementation of FEM for integral fractional laplacian on rectangular meshes |
title_full_unstemmed |
Fast implementation of FEM for integral fractional laplacian on rectangular meshes |
title_sort |
fast implementation of fem for integral fractional laplacian on rectangular meshes |
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2025 |
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https://hdl.handle.net/10356/182171 |
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