Mohamed Hassouna

According to our database, Mohamed Hassouna authored at least 8 papers between 2016 and 2025.

Collaborative distances:

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

2025

A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures.

Milad Leyli-Abadi, Ricardo J. Bessa, Jan Viebahn, Daniel Boos, Clark Borst, Alberto Castagna, Ricardo Chavarriaga, Mohamed Hassouna, Bruno Lemetayer, Giulia Leto, Antoine Marot, Maroua Meddeb, Manuel Meyer, Viola Schiaffonati, Manuel Schneider, Toni Waefler

CoRR, April, 2025

A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures.

Milad Leyli-Abadi, Ricardo J. Bessa, Jan Viebahn, Daniel Boos, Clark Borst, Alberto Castagna, Ricardo Chavarriaga, Mohamed Hassouna, Bruno Lemetayer, Giulia Leto, Antoine Marot, Maroua Meddeb, Manuel Meyer, Viola Schiaffonati, Manuel Schneider, Toni Waefler, Mouadh Yagoubi

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2025

PPTopoGym: Towards an RL Environment for Topology Actions on Power Grids.

Dominik Köhler, Mohamed Hassouna, Dmitry Degtyar, Jonas Krauß, Kurt Brendlinger, Christoph Scholz

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Learning Topology Actions for Power Grid Control: A Graph-Based Soft-Label Imitation Learning Approach.

Mohamed Hassouna, Clara Holzhüter, Malte Lehna, Matthijs de Jong, Jan Viebahn, Bernhard Sick, Christoph Scholz

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track and Demo Track, 2025

2024

Structured Power Grid Simulation Dataset for Machine Learning: Failure and Survival Events in Grid2Op's L2RPN WCCI 2022 Environment.

Malte Lehna, Mohamed Hassouna, Dmitry Degtyar, Sven Tomforde, Christoph Scholz

Dataset, October, 2024

Graph Reinforcement Learning in Power Grids: A Survey.

Mohamed Hassouna, Clara Holzhüter, Pawel Lytaev, Josephine M. Thomas, Bernhard Sick, Christoph Scholz

CoRR, 2024

Fault Detection for Agents in Power Grid Topology Optimization: A Comprehensive Analysis.

Malte Lehna, Mohamed Hassouna, Dmitry Degtyar, Sven Tomforde, Christoph Scholz

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2024

2016

Spatiotemporal monitoring of soil salinization in irrigated Tadla Plain (Morocco) using satellite spectral indices.

Abderrazak El Harti, Rachid Lhissou, Karem Chokmani, Jamal-eddine Ouzemou, Mohamed Hassouna, El Mostafa Bachaoui, Abderrahmene El Ghmari

Int. J. Appl. Earth Obs. Geoinformation, 2016