Implementation of the ADMM approach to constrained optimal control problem with a nonlinear time-fractional diffusion equation

A Oulmelk, M Srati, L Afraites… - Discrete and Continuous …, 2025 - aimsciences.org
In this paper, we study the inverse problem of identifying the parameters in a nonlinear
subdiffusion model from an observation defined in the given Ω1 subset of Ω. The nonlinear …

A robust alternating direction method of multipliers numerical scheme for solving geometric inverse problems in a shape optimization setting

JFT Rabago, A Hadri, L Afraites, AS Hendy… - … & Mathematics with …, 2024 - Elsevier
The alternating direction method of multipliers within a shape optimization framework is
developed for solving geometric inverse problems, focusing on a cavity identification …

An inverse problem of identifying the coefficient in a nonlinear time-fractional diffusion equation

A Oulmelk, L Afraites, A Hadri - Computational and Applied Mathematics, 2023 - Springer
The paper deals with an inverse problem of identifying parameters in a nonlinear
subdiffusion model from a final observation. The nonlinear subdiffusion model involves a …

Alternating direction multiplier method to estimate an unknown source term in the time-fractional diffusion equation

A Oulmelk, L Afraites, A Hadri, MA Zaky… - Computers & Mathematics …, 2024 - Elsevier
An estimation for the unknown source term in the time-fractional diffusion equation from
measurement data by the alternating direction method of multipliers (ADMM) is considered …

Learning nonlocal weights for second-order nonlocal super-resolution

A Laghrib, FZA Bella, M Nachaoui… - Discrete and Continuous …, 2025 - aimsciences.org
This research introduces an enhanced approach for multiframe super-resolution (SR) that
incorporates a bilevel optimization technique for learning the space variable weights …

An inverse problem of identifying two coefficients in a time-fractional reaction diffusion system

M Srati, A Oulmelk, L Afraites… - Discrete and Continuous …, 2025 - aimsciences.org
In this paper, we aim to study an inverse problem for determining two time-independent
coefficients in a fractional diffusion system from the final measurements. First, we prove the …

Learning primal-dual approach for space-dependent diffusion coefficient identification in fractional diffusion equations

M Srati, A Oulmelk, L Afraites, A Hadri, MA Zaky… - Journal of …, 2025 - Elsevier
In this paper, we introduce a deep learning neural network approach to precisely identify
space-dependent diffusion coefficients within a time-fractional diffusion equation by …

An inverse problem of determining the parameters in diffusion equations by using fractional physics-informed neural networks

M Srati, A Oulmelk, L Afraites, A Hadri, MA Zaky… - Applied Numerical …, 2025 - Elsevier
In this study, we address an inverse problem in nonlinear time-fractional diffusion equations
using a deep neural network. The challenge arises from the equation's nonlinear behavior …

Nonsmooth optimization method for determining nonsmooth potential parameter in nonlinear subdiffusion equation

A Oulmelk, L Afraites, A Hadri, MA Zaky… - … in Nonlinear Science …, 2025 - Elsevier
A determination of the nonsmooth potential parameter in a nonlinear subdiffusion model
using terminal observation through a nonsmooth optimal control approach is proposed. This …

Nonlocal Weickert diffusion: unveiling image details through optimal control and ADMM

L Afraites, A El Hakoume, A Hadri, A Laghrib - Optimization and …, 2024 - Springer
This paper is concerned with analyzing a nonlocal inverse problem that arises within the
field of image processing. The proposed model is governed by a nonlocal Weickert diffusion …