Determining the space dependent coefficients in space-time fractional diffusion equations via Krylov preconditioning

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Authors: Asim Ilyas, Muhammad Faisal Khan, Rosita L. Sormani, Giacomo Tento, Stefano Serra-Capizzano
Cited by: 1
References: 40

Abstract

We consider a time-space fractional diffusion equation with a variable coefficient and investigate the inverse problem of reconstructing the source term, after regularizing the problem with the quasi-boundary value method to mitigate the ill-posedness. The equation involves a Caputo fractional derivative in the space variable and a tempered fractional derivative in the time variable, both of order in (0,1). A finite difference approximation leads to a two-by-two block linear system of large dimensions. We conduct a spectral analysis of the associated matrix sequences, employing tools from Generalized Locally Toeplitz (GLT) theory, and construct the preconditioner guided by the GLT analysis. Numerical experiments are reported and commented, followed by concluding remarks.

Fields of Study & Subjects

Fractional Differential Equations Solutions Nonlinear Waves and Solitons Numerical methods for differential equations

Publication details

Journal / source
Linear Algebra and its Applications
Publisher
Elsevier BV
Publication date
1 February 2026
Language
EN