Author

Yasser Fouad

3 papers indexed here

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Open access Aug 2026

Earthquake magnitude estimation using an optimized CNN-DNN-GRU model with binary differential evolution and firefly algorithm

Accurate earthquake magnitude estimation is critical for mitigating seismic hazards; however, the inherently nonlinear and dynamic characteristics of geophysical data present persistent modeling challenges. To address this complexity, this study proposes a novel hybrid deep learning framework, CNN-DNN-GRU. This archite...

Nada Ahmed, Safia Abbas, Yasser Fouad et al. · Scientific Reports · 0 citations

Sep 2026

Hybrid deep learning model BiLSTM–BiGRU for energy prediction using recursive feature elimination and cuckoo search

The integration of RFE and Cuckoo Search enhances the model’s ability to identify relevant features and optimize hyperparameters, enabling efficient learning of complex temporal dependencies and nonlinear relationships in energy consumption data.

Nada Ahmed, Yasser Fouad, Safia Abbas et al. · Computing · 0 citations

#reinforcement learning Open access Sep 2026

EH-SWADS: energy-harvesting smart weather-aware drone sink for agricultural WSNs

EH-SWADS is proposed, an energy-harvesting extension of the previously proposed weather-aware UAV-assisted WSN architecture, SWADS, designed for sustainable, long-term agricultural monitoring and explicitly incorporates the harvested-to-consumed energy balance into the learning process.

Nada Ahmed, Asmaa N. Ghareeb, Yasser Fouad et al. · Scientific Reports · 0 citations