A Double-Parameter Regularization Scheme for the Backward Diffusion Problem with a Time-Fractional Derivative

In this paper, we investigate the regularization of the backward problem for a diffusion process with a time-fractional derivative. We propose a novel double-parameter regularization scheme that integrates the quasi-reversibility method for the governing equation with the quasi-boundary method. Theoretical analysis establishes the regularity and the convergence analysis of the regularized solution, along with a convergence rate under an a-priori regularization parameter choice rule in the general-dimensional case. Finally, numerical experiments validate the effectiveness of the proposed scheme.

Authors

Institutions

Publication Details

Journal
Fractal and Fractional
Published
2025-07-14
DOI
https://doi.org/10.3390/fractalfract9070459
Citations
1
Primary Topic
Fractional Differential Equations Solutions
Type
article
Field-Weighted Citation Impact
1.37

Funders

Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

A Double-Parameter Regularization Scheme for the Backward Diffusion Problem with a Time-Fractional Derivative

Zewen Wang, Qun Chen
1 citations
Fractal and Fractional
Fractional Differential Equations Solutions
1.37
article

A Double-Parameter Regularization Scheme for the Backward Diffusion Problem with a Time-Fractional Derivative

Zewen Wang, Qun Chen
article en
1 citations

Abstract

In this paper, we investigate the regularization of the backward problem for a diffusion process with a time-fractional derivative. We propose a novel double-parameter regularization scheme that integrates the quasi-reversibility method for the governing equation with the quasi-boundary method. Theoretical analysis establishes the regularity and the convergence analysis of the regularized solution, along with a convergence rate under an a-priori regularization parameter choice rule in the general-dimensional case. Finally, numerical experiments validate the effectiveness of the proposed scheme.

Fractal and FractionalVol. 9(7)
Nanjing University of Information Science and Technology (CN), Guangzhou Maritime College (CN)
National Natural Science Foundation of China, Natural Science Foundation of Jiangxi Province, Natural Science Foundation of Jiangsu Province, Basic and Applied Basic Research Foundation of Guangdong Province
Openalex Percentile: Top 19%
Fractional Differential Equations Solutions
1.37
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

A Double-Parameter Regularization Scheme for the Backward Diffusion Problem with a Time-Fractional Derivative — Zewen Wang, Qun Chen · Fractal and Fractional (2025) | TGRS Research Map | TGRS