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Fractional spectral collocation method

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TLDR
A new family of interpolants are introduced, called fractional Lagrange interpolants, which satisfy the Kronecker delta property at collocation points and are developed as an exponentially accurate fractional spectral collocation method for solving steady-state and time-dependent fractional PDEs (FPDEs).
Abstract
We develop an exponentially accurate fractional spectral collocation method for solving steady-state and time-dependent fractional PDEs (FPDEs). We first introduce a new family of interpolants, called fractional Lagrange interpolants, which satisfy the Kronecker delta property at collocation points. We perform such a construction following a spectral theory recently developed in [M. Zayernouri and G. E. Karniadakis, J. Comput. Phys., 47 (2013), pp. 2108--2131] for fractional Sturm--Liouville eigenproblems. Subsequently, we obtain the corresponding fractional differentiation matrices, and we solve a number of linear FODEs in addition to linear and nonlinear FPDEs to investigate the numerical performance of the fractional collocation method. We first examine space-fractional advection-diffusion problem and generalized space-fractional multiterm FODEs. Next, we solve FPDEs, including the time- and space-fractional advection-diffusion equation, time- and space-fractional multiterm FPDEs, and finally the space...

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Citations
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Journal ArticleDOI

Fourier spectral methods for fractional-in-space reaction-diffusion equations

TL;DR: In this paper, Fourier spectral methods are introduced as an attractive and easy-to-code alternative for the integration of fractional-in-space reaction-diffusion equations described by the fractional Laplacian in bounded rectangular domains.
Journal ArticleDOI

Numerical Solution of Fractional Differential Equations: A Survey and a Software Tutorial

TL;DR: This paper presents a set of MATLAB routines specifically devised for solving three families of fractional-order problems: fractional differential equations (FDEs) (also for the non-scalar case), multi-order systems (MOSs) of FDEs and multi-term FDE
Journal ArticleDOI

Generalized Jacobi functions and their applications to fractional differential equations

TL;DR: In this article, a new class of generalized Jacobi functions (GJFs) is defined, which are intrinsically related to fractional calculus and can serve as natural basis functions for properly de- signed spectral methods for fractional dif- ferential equations (FDEs).
Journal ArticleDOI

Correction of High-Order BDF Convolution Quadrature for Fractional Evolution Equations

TL;DR: Correct correction formulas at the starting steps of the BDF convolution quadrature for discretizing evolution equations are developed to restore the desired th-order convergence rate.
Journal ArticleDOI

A novel high order space-time spectral method for the time fractional fokker-planck equation ∗

TL;DR: In this article, a space-time spectral method is presented for the numerical solution of the time fractional Fokker-planck initial-boundary value problem, which employs the Jacobi polynomials for the temporal discretization and Fourier-like basis functions for the spatial discretisation.
References
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Journal ArticleDOI

The random walk's guide to anomalous diffusion: a fractional dynamics approach

TL;DR: Fractional kinetic equations of the diffusion, diffusion-advection, and Fokker-Planck type are presented as a useful approach for the description of transport dynamics in complex systems which are governed by anomalous diffusion and non-exponential relaxation patterns.
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Finite Volume Methods for Hyperbolic Problems

TL;DR: The CLAWPACK software as discussed by the authors is a popular tool for solving high-resolution hyperbolic problems with conservation laws and conservation laws of nonlinear scalar scalar conservation laws.
Journal ArticleDOI

Anomalous diffusion in disordered media: Statistical mechanisms, models and physical applications

TL;DR: In this article, the authors consider the specific effects of a bias on anomalous diffusion, and discuss the generalizations of Einstein's relation in the presence of disorder, and illustrate the theoretical models by describing many physical situations where anomalous (non-Brownian) diffusion laws have been observed or could be observed.
Journal ArticleDOI

Analysis of Fractional Differential Equations

TL;DR: In this paper, the authors discuss existence, uniqueness, and structural stability of solutions of nonlinear differential equations of fractional order, and investigate the dependence of the solution on the order of the differential equation and on the initial condition.