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Muhammed Davud

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Review Open access Sep 2026

Highly Renewable Energy Integration in Smart Grids: A Review of Stability Challenges, Enabling Technologies, and AI-Based Solutions

The increasing deployment of Renewable Energy Sources (RESs), particularly wind and solar power, plays a critical role in reducing carbon emissions and supporting sustainable energy transitions. However, the large-scale integration of RESs into smart grids introduces significant technical challenges related to frequenc...

M. Wadi, M. Jouda, Mohammed Salem et al. · 0 citations
Open access Jul 2026

Dense121GAN: transfer learning-enhanced conditional generative adversarial network with DenseNet121 for reliable and efficient segmentation in medical and industrial imaging

Dense121GAN, a conditional generative adversarial network (cGAN) that integrates a pre-trained DenseNet121 as a frozen encoder that integrates a pre-trained DenseNet121 as a frozen encoder, provides a practical and versatile solution for both clinical diagnostic and industrial inspection applications.

Muhammed Davud · 0 citations

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