A nonlinear adaptive resilient observer for fouling detection and localization in direct contact membrane distillation systems. - Yasmine Marani; Tania Camelia Touati; Messaoud Chakir; Taous-Meriem Laleg-Kirati (CCTA, 2021)

A learning observer approach for fouling detection and localization in direct contact membrane distillation systems. - Tania Camelia Touati; Yasmine Marani; Messaoud Chakir; Taous-Meriem Laleg-Kirati (ACC, 2022)

Drone reference tracking in a non-inertial frame using sliding mode control based Kalman filter with unknown input. - Yasmine Marani; Kuat Telegenov; Eric Feron; Taous-Meriem Laleg-Kirati (CCTA, 2022)

A Deep-Learning-Based Observer for State Estimation of Direct Contact Membrane Distillation System Modeled by Differential Algebraic Equations. - Yubin Wang; Yasmine Marani; Taous-Meriem Laleg-Kirati (CCTA, 2022)

Non-Asymptotic Neural Network-based State and Disturbance Estimation for a Class of Nonlinear Systems using Modulating Functions. - Yasmine Marani; Ibrahima N'Doye; Taous-Meriem Laleg-Kirati (ACC, 2023)

Non-Asymptotic State and Disturbance Estimation for a Class of Triangular Nonlinear Systems using Modulating Functions. - Yasmine Marani; Ibrahima N'Doye; Taous-Meriem Laleg-Kirati (CoRR, 2023)

Observer-based Control of an Unmanned Aerial Vehicle in a Non-inertial Reference Frame. - Yasmine Marani; Eric Feron; Taous-Meriem Laleg-Kirati (CCTA, 2024)

Algebraic prescribed-time KKL observer for continuous-time autonomous nonlinear systems. - Yasmine Marani; Ibrahima N'Doye; Taous-Meriem Laleg-Kirati (CDC, 2024)

Unsupervised Physics-Informed Neural Network-based Nonlinear Observer design for autonomous systems using contraction analysis. - Yasmine Marani; Israel Jesus Santos Filho; Tareq Y. Al-Naffouri; Taous-Meriem Laleg-Kirati (CoRR, 2024)

Deep-learning based KKL chain observer for discrete-time nonlinear systems with time-varying output delay. - Yasmine Marani; Ibrahima N'Doye; Taous-Meriem Laleg-Kirati (Autom., 2025)