Amgad A. Mahmoud

According to our database, Amgad A. Mahmoud authored at least 7 papers between 2023 and 2025.

Collaborative distances:

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

2025

FPPO: Theory of Belief Functions for more reliable Single and Multi-Agent Systems in Deep Reinforcement Learning.

Amgad A. Mahmoud, Constance Thierry, Frédéric Andrès, Andreas Pester, Nicolas Grenèche, Hesham Ali, Shihori Tanabe, Maha Muttardi

Dataset, February, 2025

Cheby-KANs Dataset.

Amgad A. Mahmoud, Andreas Pester, Maha Muttardi, Frédéric Andrès, Shihori Tanabe, Nicolas Grenèche, Hesham H. Ali

Dataset, February, 2025

Cheby-KANs: Advanced Kolmogorov-Arnold Networks for Applying Geometric Deep Learning in Quantum Chemistry Applications.

Amgad Abdallah Mahmoud, Andreas Pester, Maha Muttardi, Frédéric Andrès, Shihori Tanabe, Nicolas Grenèche, Hesham H. Ali

IEEE Access, 2025

2024

Geom-SAC: Geometric Multi-Discrete Soft Actor Critic With Applications in De Novo Drug Design.

Amgad Abdallah Mahmoud, Nada Adel Alyan, Ahmed Elkerdawy, Shihori Tanabe, Frédéric Andrès, Andreas Pester, Hesham H. Ali

IEEE Access, 2024

2023

Predicting drug likeness and molecular activity.

Amgad A. Mahmoud, Frédéric Andrès, Andreas Pester, Shihori Tanabe, Hesham Ali, Nada Adel

Dataset, October, 2023

Leverage Data Security Policies Complexity for Users: An End-to-End Storage Service Management in the Cloud Based on ABAC Attributes.

Nicolas Grenèche, Frédéric Andrès, Shihori Tanabe, Andreas Pester, Hesham H. Ali, Amgad A. Mahmoud, Dominique Bascle

Proceedings of the Machine Learning for Networking - 6th International Conference, 2023

A New Graph-Based Reinforcement Learning Environment for Targeted Molecular Generation and Optimization✱.

Amgad Abdallah Mahmoud, Nada Adel Alyan, Ahmed Elkerdawy, Shihori Tanabe, Frédéric Andrès, Andreas Pester, Hesham Ali

Proceedings of the 2023 12th International Conference on Software and Information Engineering, 2023