Digital 2D State Observers Design for the Navier-Stokes Equation. - Ayoub Farkane; Mohamed Boutayeb; Mohamed Laaziri; Mounir Ghogho (CoDIT, 2022)

EPINN-NSE: Enhanced Physics-Informed Neural Networks for Solving Navier-Stokes Equations. - Ayoub Farkane; Mounir Ghogho; Mustapha Oudani; Mohamed Boutayeb (CoRR, 2023)

PINN-Obs: Physics-Informed Neural Network-Based Observer for Nonlinear Dynamical Systems. - Ayoub Farkane; Mohamed Boutayeb; Mustapha Oudani; Mounir Ghogho (CoRR, 2025)

Designing Robust Software Sensors for Nonlinear Systems via Neural Networks and Adaptive Sliding Mode Control. - Ayoub Farkane; Mohamed Boutayeb; Mustapha Oudani; Mounir Ghogho (CoRR, 2025)