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Author

Osman Mohamed Hassan

2 papers indexed here

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Open access Aug 2026

Combining Evolutionary Optimization and Deep Learning for Inverse Mathematical Problems

This study proposes a hybrid Evolutionary Optimization–Deep Learning (EO-DL) framework to improve solution accuracy, robustness, and convergence. The framework combines deep neural networks with three evolutionary optimization algorithms—Genetic Algorithm (GA), Particle Swarm Optimization (PSO), and Differential Evolut...

M. Vasuki, A. Mishra, A. D. Kumar et al. · 0 citations
Open access Sep 2026

Using Probability Theory to Assess and Mitigate Risks in Global Supply Chains for Internationally Traded Goods and Services

Global supply chains that support internationally traded goods and industrial services have become increasingly vulnerable to disruptions arising from geopolitical conflicts, economic uncertainty, climate-related disasters, cybersecurity threats, and transportation bottlenecks. These disruptions have exposed the limita...

M. Vasuki, A. D. Kumar, Mbonigaba Celestin et al. · 0 citations

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