By Mr Reda Mohamed Mohamed Ghanem

Journal articles

Ghanem R; Ali IM; Kasmarik K; Garratt M, 2025, 'A decision support framework on simulation fidelity for transferable and autonomously optimised swarm behaviour', International Journal of Production Research, pp. 1 - 22, http://dx.doi.org/10.1080/00207543.2025.2587219

Ghanem R; Ali IM; Kasmarik K; Garratt M, 2025, 'Simulation-based multi-objective optimization for mission specific tuning of swarming robots', Swarm and Evolutionary Computation, 99, pp. 102215, http://dx.doi.org/10.1016/j.swevo.2025.102215

Abpeikar S; Garratt M; Anavatti S; Ghanem R; Kasmarik K, 2025, 'A Dual-Task Deep Reinforcement Learning and Domain Transfer Architecture for Bootstrapping Swarming Collective Motion Skills', IEEE Systems Journal, 19, pp. 327 - 338, http://dx.doi.org/10.1109/JSYST.2025.3536783

Ghanem R; Ali IM; Abpeikar S; Kasmarik K; Garratt M, 2025, 'Optimizing and predicting swarming collective motion performance for coverage problems solving: A simulation-optimization approach', Engineering Applications of Artificial Intelligence, 139, pp. 109522, http://dx.doi.org/10.1016/j.engappai.2024.109522

Ghanem R; Loey M, 2021, 'Face Completion Using Generative Adversarial Network with Pretrained Face Landmark Generator', International Journal of Intelligent Engineering and Systems, 14, pp. 295 - 305, http://dx.doi.org/10.22266/ijies2021.0430.26

Ghanem RM; Ramadan ML, 2020, 'A Novel Landmarked Face Database for Arab Celebrities', Benha Journal of Applied Sciences, 5, pp. 161 - 166, http://dx.doi.org/10.21608/bjas.2020.226893

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