Fayad Ali Banna

According to our database, Fayad Ali Banna authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

Unrolled-SINDy: A Stable Explicit Method for Non linear PDE Discovery from Sparsely Sampled Data.

Fayad Ali Banna, Antoine Caradot, Eduardo Brandao, Jean-Philippe Colombier, Rémi Emonet, Marc Sebban

CoRR, October, 2025

From Energy Absorption to Self-Organization: A Physics-Informed Machine Learning Approach to Laser-Matter Interaction. (De l'absorption d'énergie à l'auto-organisation: une approche d'apprentissage automatique informée par la physique pour l'interaction laser-matière).

Fayad Ali Banna

PhD thesis, 2025

2024

Physics-Informed Machine Learning for Better Understanding Laser-Matter Interaction.

Fayad Ali Banna, Jean-Philippe Colombier, Rémi Emonet, Marc Sebban

Proceedings of the 36th IEEE International Conference on Tools with Artificial Intelligence, 2024

2023

Unsupervised physics-informed neural network in reaction-diffusion biology models (Ulcerative colitis and Crohn's disease cases) A preliminary study.

Ahmed Rebai, Louay Boukhris, Radhi Toujani, Ahmed Gueddiche, Fayad Ali Banna, Fares Souissi, Ahmed Lasram, Elyes Ben Rayana, Hatem Zaag

CoRR, 2023