Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains
Many PDEs involving fractional Laplacian are naturally set in unbounded domains with underlying solutions decaying slowly and subject to certain power law. Their numerical solutions are underexplored. This paper aims at developing accurate spectral methods using rational basis (or modified mapped Ge...
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sg-ntu-dr.10356-1450202023-02-28T19:54:49Z Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains Tang, Tao Wang, Li-Lian Yuan, Huifang Zhou, Tao School of Physical and Mathematical Sciences Science::Mathematics Fractional Laplacian Gegenbauer Polynomials Many PDEs involving fractional Laplacian are naturally set in unbounded domains with underlying solutions decaying slowly and subject to certain power law. Their numerical solutions are underexplored. This paper aims at developing accurate spectral methods using rational basis (or modified mapped Gegenbauer functions) for such models in unbounded domains. The main building block of the spectral algorithms is the explicit representations for the Fourier transform and fractional Laplacian of the rational basis, derived from some useful integral identities related to modified Bessel functions. With these at our disposal, we can construct rational spectral-Galerkin and direct collocation schemes by precomputing the associated fractional differentiation matrices. We obtain optimal error estimates of rational spectral approximation in the fractional Sobolev spaces and analyze the optimal convergence of the proposed Galerkin scheme. We also provide ample numerical results to show that the rational method outperforms the Hermite function approach. Ministry of Education (MOE) Published version The work of the first author was supported by the NSF of China under grant 11731006and the Science Challenge Project via grant TZ2018001. The work of the second author was sup-ported by Singapore MOE AcRF Tier 2 grants MOE2018-T2-1-059 and MOE2017-T2-2-144. Thework of the third author was supported by a Hong Kong Ph.D. fellowship. The work of the fourthauthor was partially supported by the NSF of China under grants 11822111, 11688101, and 11571351,the Science Challenge Project under TZ2018001, and the Youth Innovation Promotion Association(CAS). 2020-12-08T08:50:16Z 2020-12-08T08:50:16Z 2020 Journal Article Tang, T., Wang, L.-L., Yuan, H., & Zhou, T. (2020). Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains. SIAM Journal on Scientific Computing, 42(2), A585-A611. doi:10.1137/19M1244299 1064-8275 https://hdl.handle.net/10356/145020 10.1137/19M1244299 2 42 A585 A611 en MOE2018-T2-1-059 MOE2017-T2-2-144 SIAM Journal on Scientific Computing © 2020 Society for Industrial and Applied Mathematics. All rights reserved. This paper was published in SIAM Journal on Scientific Computing and is made available with permission of Society for Industrial and Applied Mathematics. application/pdf |
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Science::Mathematics Fractional Laplacian Gegenbauer Polynomials Tang, Tao Wang, Li-Lian Yuan, Huifang Zhou, Tao Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains |
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Many PDEs involving fractional Laplacian are naturally set in unbounded domains with underlying solutions decaying slowly and subject to certain power law. Their numerical solutions are underexplored. This paper aims at developing accurate spectral methods using rational basis (or modified mapped Gegenbauer functions) for such models in unbounded domains. The main building block of the spectral algorithms is the explicit representations for the Fourier transform and fractional Laplacian of the rational basis, derived from some useful integral identities related to modified Bessel functions. With these at our disposal, we can construct rational spectral-Galerkin and direct collocation schemes by precomputing the associated fractional differentiation matrices. We obtain optimal error estimates of rational spectral approximation in the fractional Sobolev spaces and analyze the optimal convergence of the proposed Galerkin scheme. We also provide ample numerical results to show that the rational method outperforms the Hermite function approach. |
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School of Physical and Mathematical Sciences |
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School of Physical and Mathematical Sciences Tang, Tao Wang, Li-Lian Yuan, Huifang Zhou, Tao |
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Article |
author |
Tang, Tao Wang, Li-Lian Yuan, Huifang Zhou, Tao |
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Tang, Tao |
title |
Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains |
title_short |
Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains |
title_full |
Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains |
title_fullStr |
Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains |
title_full_unstemmed |
Rational spectral methods for PDEs involving fractional Laplacian in unbounded domains |
title_sort |
rational spectral methods for pdes involving fractional laplacian in unbounded domains |
publishDate |
2020 |
url |
https://hdl.handle.net/10356/145020 |
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1759855142962724864 |