Mohammed Ezzaldin Babiker Abdullah

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Papers (4)

1. Asymmetric-Loss-Guided Hybrid CNN-BiLSTM-Attention Model for Industrial RUL Prediction with Interpretable Failure Heatmaps cs.LG · 2026 · author #1
2. Outperforming Self-Attention Mechanisms in Solar Irradiance Forecasting via Physics-Guided Neural Networks cs.LG · 2026 · author #1
3. Thermodynamic Liquid Manifold Networks: Physics-Bounded Deep Learning for Solar Forecasting in Autonomous Off-Grid Microgrids cs.LG · 2026 · author #1
4. Physics-Informed State Space Models for Reliable Solar Irradiance Forecasting in Off-Grid Systems cs.LG · 2026 · author #1

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Frequent Coauthors

• Rufaidah Abdallah Ibrahim Mohammed 1 shared papers