Reconstruction of an Unknown Input Function in a Multi-Term Time-Fractional Diffusion Model Governed by the Fractional Laplacian

In the present work, we aim to study the inverse problem of recovering an unknown spatial source term in a multi-term time-fractional diffusion equation involving the fractional Laplacian. The forward problem is first analyzed in appropriate fractional Sobolev spaces, establishing the existence, uniqueness, and regularity of solutions. Exploiting the spectral representation of the solution and properties of multinomial Mittag–Leffler functions, we prove uniqueness and derive a stability estimate for the spatial source term from finaltime observations. The inverse problem is then formulated as a Tikhonov regularized optimization problem, for which existence, uniqueness, and strong convergence of the regularized minimizer are rigorously established. On the computational side, we propose an efficient reconstruction algorithm based on the conjugate gradient method, with temporal discretization via an L1-type scheme for Caputo derivatives and spatial discretization using a Galerkin approach adapted to the nonlocal fractional Laplacian. Numerical experiments confirm the accuracy and robustness of the proposed method in reconstructing the unknown source term.

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Publication Details

Journal
Fractal and Fractional
Published
2025-11-05
DOI
https://doi.org/10.3390/fractalfract9110713
Primary Topic
Fractional Differential Equations Solutions
Type
article
Field-Weighted Citation Impact
0.00

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article

Reconstruction of an Unknown Input Function in a Multi-Term Time-Fractional Diffusion Model Governed by the Fractional Laplacian

Eman Alruwaili, Mustapha Benoudi, Hamed Ould Sidi, Abdeldjalil Chattouh
Fractal and Fractional
Fractional Differential Equations Solutions
article

Reconstruction of an Unknown Input Function in a Multi-Term Time-Fractional Diffusion Model Governed by the Fractional Laplacian

Eman Alruwaili, Mustapha Benoudi, Hamed Ould Sidi, Abdeldjalil Chattouh
article en

Abstract

In the present work, we aim to study the inverse problem of recovering an unknown spatial source term in a multi-term time-fractional diffusion equation involving the fractional Laplacian. The forward problem is first analyzed in appropriate fractional Sobolev spaces, establishing the existence, uniqueness, and regularity of solutions. Exploiting the spectral representation of the solution and properties of multinomial Mittag–Leffler functions, we prove uniqueness and derive a stability estimate for the spatial source term from finaltime observations. The inverse problem is then formulated as a Tikhonov regularized optimization problem, for which existence, uniqueness, and strong convergence of the regularized minimizer are rigorously established. On the computational side, we propose an efficient reconstruction algorithm based on the conjugate gradient method, with temporal discretization via an L1-type scheme for Caputo derivatives and spatial discretization using a Galerkin approach adapted to the nonlocal fractional Laplacian. Numerical experiments confirm the accuracy and robustness of the proposed method in reconstructing the unknown source term.

Fractal and FractionalVol. 9(11)
Northern Border University (SA), Abbès Laghrour University of Khenchela (DZ), Institut Supérieur de Commerce et d'Administration des Entreprises (MA), Université Moulay Ismail de Meknes (MA)
Northern Border University
Openalex Percentile: Top 63%
Fractional Differential Equations Solutions
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Reconstruction of an Unknown Input Function in a Multi-Term Time-Fractional Diffusion Model Governed by the Fractional Laplacian — Eman Alruwaili, Mustapha Benoudi, et al. · Fractal and Fractional (2025) | TGRS Research Map | TGRS