Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains
In this paper, we propose a fast spectral-Galerkin method for solving PDEs involving an integral fractional Laplacian in Rd, which is built upon two essential components: (i) the Dunford- Taylor formulation of the fractional Laplacian; and (ii) Fourier-like biorthogonal mapped Chebyshev functions (M...
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sg-ntu-dr.10356-1460512023-02-28T19:31:53Z Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains Sheng, Changtao Shen, Jie Tang, Tao Wang, Li-Lian Yuan, Huifang School of Physical and Mathematical Sciences Science::Mathematics Integral Fractional Laplacian Dunford-Taylor Formula In this paper, we propose a fast spectral-Galerkin method for solving PDEs involving an integral fractional Laplacian in Rd, which is built upon two essential components: (i) the Dunford- Taylor formulation of the fractional Laplacian; and (ii) Fourier-like biorthogonal mapped Chebyshev functions (MCFs) as basis functions. As a result, the fractional Laplacian can be fully diagonalized, and the complexity of solving an elliptic fractional PDE is quasi-optimal, i.e., O((N log2 N)d) with N being the number of modes in each spatial direction. Ample numerical tests for various decaying exact solutions show that the convergence of the fast solver perfectly matches the order of theoretical error estimates. With a suitable time discretization, the fast solver can be directly applied to a large class of nonlinear fractional PDEs. As an example, we solve the fractional nonlinear Schrödinger equation by using the fourth-order time-splitting method together with the proposed MCF-spectral-Galerkin method. Ministry of Education (MOE) Published version The work of the first and fourth authors was partially supported by the Singapore MOE AcRF Tier 2 grants MOE2018-T2-1-059, MOE2017-T2-2-144. The work of the second author was partially supported by the National Science Foundation grant DMS-2012585 and the AFOSR grant FA9550-20-1-0309. The work of the third author was partially supported by the National Natural Science Foundation of China grant 11731006, NSFC/RGC 11961160718, and the Science Challenge project TZ2018001. 2021-01-22T02:33:57Z 2021-01-22T02:33:57Z 2020 Journal Article Sheng, C., Shen, J., Tang, T., Wang, L.-L., & Yuan, H. (2020). Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains. SIAM Journal on Numerical Analysis, 58(5), 2435-2464. doi:10.1137/19M128377X 0036-1429 https://hdl.handle.net/10356/146051 10.1137/19M128377X 2-s2.0-85089895560 5 58 2435 2464 en MOE2018-T2-1-059 MOE2017-T2-2-144 SIAM Journal on Numerical Analysis © 2020 Society for Industrial and Applied Mathematics. All rights reserved. This paper was published in SIAM Journal on Numerical Analysis and is made available with permission of Society for Industrial and Applied Mathematics. application/pdf |
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Science::Mathematics Integral Fractional Laplacian Dunford-Taylor Formula Sheng, Changtao Shen, Jie Tang, Tao Wang, Li-Lian Yuan, Huifang Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains |
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In this paper, we propose a fast spectral-Galerkin method for solving PDEs involving an integral fractional Laplacian in Rd, which is built upon two essential components: (i) the Dunford- Taylor formulation of the fractional Laplacian; and (ii) Fourier-like biorthogonal mapped Chebyshev functions (MCFs) as basis functions. As a result, the fractional Laplacian can be fully diagonalized, and the complexity of solving an elliptic fractional PDE is quasi-optimal, i.e., O((N log2 N)d) with N being the number of modes in each spatial direction. Ample numerical tests for various decaying exact solutions show that the convergence of the fast solver perfectly matches the order of theoretical error estimates. With a suitable time discretization, the fast solver can be directly applied to a large class of nonlinear fractional PDEs. As an example, we solve the fractional nonlinear Schrödinger equation by using the fourth-order time-splitting method together with the proposed MCF-spectral-Galerkin method. |
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School of Physical and Mathematical Sciences |
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School of Physical and Mathematical Sciences Sheng, Changtao Shen, Jie Tang, Tao Wang, Li-Lian Yuan, Huifang |
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Article |
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Sheng, Changtao Shen, Jie Tang, Tao Wang, Li-Lian Yuan, Huifang |
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Sheng, Changtao |
title |
Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains |
title_short |
Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains |
title_full |
Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains |
title_fullStr |
Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains |
title_full_unstemmed |
Fast fourier-like mapped Chebyshev spectral-Galerkin methods for PDEs with integral fractional Laplacian in unbounded domains |
title_sort |
fast fourier-like mapped chebyshev spectral-galerkin methods for pdes with integral fractional laplacian in unbounded domains |
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2021 |
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https://hdl.handle.net/10356/146051 |
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1759854580293697536 |