Ashraf D. Darwish

Cairo, C, Egypt

Last Updated: 09/26/2026

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Found 17 publications

Deep learning for nanoscience scanning electron microscope image classification.

Deep learning for nanoscience scanning electron microscope image classification.

Journal: Scientific reports

Published: January 28, 2026

Stochastic Grey Wolf Optimization for Hyperparameter Tuning of LSTM and RNN Models in Energy Forecasting.

Stochastic Grey Wolf Optimization for Hyperparameter Tuning of LSTM and RNN Models in Energy Forecasting.

Journal: Scientific reports

Published: January 09, 2026

Multi-Classification of Drug-Drug interaction based on a complete graph convolutional neural network and explainable artificial intelligence.

Multi-Classification of Drug-Drug interaction based on a complete graph convolutional neural network and explainable artificial intelligence.

Journal: Journal of bioinformatics and computational biology

Published: December 17, 2025

A deep residual 1D-CNN with self-attention for fraud transaction detection in virtual economies.

A deep residual 1D-CNN with self-attention for fraud transaction detection in virtual economies.

Journal: Scientific reports

Published: April 08, 2025

Organic photovoltaic prediction model based on Bayesian optimization and explainable AI.

Organic photovoltaic prediction model based on Bayesian optimization and explainable AI.

Journal: Scientific reports

Published: March 14, 2025

Detection and classification of meat freshness using an optimized deep learning method.

Detection and classification of meat freshness using an optimized deep learning method.

Journal: Food chemistry

Published: January 08, 2025

Exploring the anticancer activities of Sulfur and magnesium oxide through integration of deep learning and fuzzy rough set analyses based on the features of Vidarabine alkaloid.

Exploring the anticancer activities of Sulfur and magnesium oxide through integration of deep learning and fuzzy rough set analyses based on the features of Vidarabine alkaloid.

Journal: Scientific reports

Published: March 20, 2024

Explainable AI and optimized solar power generation forecasting model based on environmental conditions.

Explainable AI and optimized solar power generation forecasting model based on environmental conditions.

Journal: PloS one

Published: March 12, 2024

A deep learning approach for ovarian cancer detection and classification based on fuzzy deep learning.

A deep learning approach for ovarian cancer detection and classification based on fuzzy deep learning.

Journal: Scientific reports

Published: February 29, 2024

Green finance growth prediction model based on time-series conditional generative adversarial networks.

Green finance growth prediction model based on time-series conditional generative adversarial networks.

Journal: PloS one

Published: February 14, 2024

Intelligent and sustainable waste classification model based on multi-objective beluga whale optimization and deep learning.

Intelligent and sustainable waste classification model based on multi-objective beluga whale optimization and deep learning.

Journal: Environmental science and pollution research international

Published: January 24, 2024

A deep learning predictive model for public health concerns and hesitancy toward the COVID-19 vaccines.

A deep learning predictive model for public health concerns and hesitancy toward the COVID-19 vaccines.

Journal: Scientific reports

Published: January 21, 2023

Showing 1-12 of 17

Last Updated: 09/26/2026