Simultaneous Numerical Determination of Two Time-dependent Coefficients in Second Order Parabolic Equation With Nonlocal Initial and Boundary Conditions

Background: This study establishes a mathematically consistent and computational framework for the simultaneous identification of two time-dependent coefficients in a one-dimensional second-order parabolic partial differential equation. The considered problem is governed by nonlocal initial, boundary, and integral overdetermination conditions. Methods: from the optimization Toolbox. Due to the intrinsic ill-posedness of the inverse formulation, small input data errors lead to big output errors. Then, Tikhonov regularization is employed to enhance numerical stability and robustness. Results: Extensive numerical experiments are carried out under exact and noisy data to evaluate the numerical accuracy and convergence behavior of the method. The results confirm that the regularization technique effectively damps numerical oscillations, minimizes reconstruction error, and ensures reliable recovery of the unknown coefficients. Sensitivity analysis further reveals the essential role of the regularization parameter in controlling the trade-off between stability and accuracy. Conclusions: The proposed approach provides an accurate and computationally efficient tool for IP in heat transfer, diffusion processes, and related applied sciences.

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Publication Details

Journal
F1000Research
Published
2026-04-03
DOI
https://doi.org/10.12688/f1000research.173252.2
Primary Topic
Numerical methods in inverse problems
Type
article
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article

Simultaneous Numerical Determination of Two Time-dependent Coefficients in Second Order Parabolic Equation With Nonlocal Initial and Boundary Conditions

M. S. Hussein, Mohammed A.J.Al-Shatrah
F1000Research
Numerical methods in inverse problems
article

Simultaneous Numerical Determination of Two Time-dependent Coefficients in Second Order Parabolic Equation With Nonlocal Initial and Boundary Conditions

M. S. Hussein, Mohammed A.J.Al-Shatrah
article en

Abstract

Background: This study establishes a mathematically consistent and computational framework for the simultaneous identification of two time-dependent coefficients in a one-dimensional second-order parabolic partial differential equation. The considered problem is governed by nonlocal initial, boundary, and integral overdetermination conditions. Methods: from the optimization Toolbox. Due to the intrinsic ill-posedness of the inverse formulation, small input data errors lead to big output errors. Then, Tikhonov regularization is employed to enhance numerical stability and robustness. Results: Extensive numerical experiments are carried out under exact and noisy data to evaluate the numerical accuracy and convergence behavior of the method. The results confirm that the regularization technique effectively damps numerical oscillations, minimizes reconstruction error, and ensures reliable recovery of the unknown coefficients. Sensitivity analysis further reveals the essential role of the regularization parameter in controlling the trade-off between stability and accuracy. Conclusions: The proposed approach provides an accurate and computationally efficient tool for IP in heat transfer, diffusion processes, and related applied sciences.

F1000ResearchVol. 15
University of Baghdad (IQ), Thi Qar University (IQ)
Openalex Percentile: Top 21%
Numerical methods in inverse problems
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Simultaneous Numerical Determination of Two Time-dependent Coefficients in Second Order Parabolic Equation With Nonlocal Initial and Boundary Conditions — M. S. Hussein, Mohammed A.J.Al-Shatrah · F1000Research (2026) | TGRS Research Map | TGRS