- A networked station system for high-resolution wind nowcasting in air traffic operations: A data-augmented deep learning approach, D. Alves, F. Mendonça, S. Mostafa, D. Freitas, J. Pestana, D. Vieira, M. Radeta, F. Morgado-Dias, PLOS ONE, 2025, 1

- Deep Learning Enhanced Wind Speed and Direction Forecasting for Airport Regions, Alves, D., F. Mendonça, S. S. Mostafa, and F. Morgado-Dias, Weather and Forecasting, 2025, 1

- A comprehensive IoT cloud-based wind station ready for real-time measurements and artificial intelligence integration, D. Alves, F. Mendonça, S. Mostafa, F. Morgado-Dias, e-Prime - Advances in Electrical Engineering, Electronics and Energy, 2024, 11

- A Computer Vision Approach for Satellite-Driven Wind Nowcasting over Complex Terrains, D. Alves, F. Mendonça, S. Mostafa, F. Morgado-Dias, Environmental Research Communications, 2024

- Low Tropospheric Wind Forecasts in Aviation: The Potential of Deep Learning for Terminal Aerodrome Forecast Bulletins, D. Alves, F. Mendonça, S. Mostafa, and F. Morgado-Dias, Pure and Applied Geophysics, 2024, 12

- Noncontact Automatic Water-Level Assessment and Prediction in an Urban Water Stream Channel of a Volcanic Island Using Deep Learning, F. Mendonça, S. Mostafa, F. Morgado-Dias, J. Azevedo, A. Ravelo-García, J. Navarro-Mesa, Electronics, 2024

- On the use of Kolmogorov-Arnold Networks for Adapting Wind Numerical Weather Forecasts with Explainability and Interpretability: Application to Madeira International Airport, D. Álves, F. Mendonça, S. Mostafa, and F. Morgado-Dias, Environmental Research Communications, 2024

- Sentiment Analysis in Portuguese Restaurant Reviews: Application of Transformer Models in Edge Computing, A. Branco, D. Parada, M. Silva, F. Mendonça, S. Mostafa, F. Morgado-Dias, Electronics, 2024, 1

- Sleep Analysis by Evaluating the Cyclic Alternating Pattern A Phases, A. Arturo, F. Mendonça, S. Mostafa, and F. Morgado-Dias, Electronics, 2024, 1

- Time-Series Embeddings from Language Models: A Tool for Wind Direction Nowcasting, D. Alves, F. Mendonça, S. Mostafa, F. Morgado-Dias, Journal of Meteorological Research, 2024