Ayoub Farkane

According to our database, Ayoub Farkane authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Mathematical Modeling of Cancer-Bacterial Therapy: Analysis and Numerical Simulation via Physics-Informed Neural Networks.

Ayoub Farkane, David Lassounon

CoRR, March, 2026

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, July, 2025

PINN-Obs: Physics-Informed Neural Network-Based Observer for Nonlinear Dynamical Systems.

Ayoub Farkane, Mohamed Boutayeb, Mustapha Oudani, Mounir Ghogho

CoRR, July, 2025

An Adaptive Physics-Informed Neural Network Observer for state estimation in nonlinear dynamical systems.

Ayoub Farkane, Mohamed Boutayeb, Mustapha Oudani, Mounir Ghogho

Eng. Appl. Artif. Intell., 2025

2023

EPINN-NSE: Enhanced Physics-Informed Neural Networks for Solving Navier-Stokes Equations.

Ayoub Farkane, Mounir Ghogho, Mustapha Oudani, Mohamed Boutayeb

CoRR, 2023

2022

Digital 2D State Observers Design for the Navier-Stokes Equation.

Ayoub Farkane, Mohamed Boutayeb, Mohamed Laaziri, Mounir Ghogho

Proceedings of the 8th International Conference on Control, 2022