Mahmoud Ayyad

• PhD (2023) Stevens Institute of Technology (Civil, Environmental, and Ocean Engineering)
• MS (2017) Cairo University (Engineering Mathematics)
• BS (2013) Cairo University (Aerospace Engineering)

Conference Proceeding

1. Elrefaie, M.; Ayman, T.; Elrefaie, M. A.; Sayed, E.; Ayyad, M.; Abdelrahman, M. M. (2024). Surrogate Modeling of the Aerodynamic Performance for Airfoils in Transonic Regime. AIAA SciTech Forum and Exposition, 2024.
2. Ahsan, N.; Ayyad, M.; Hajj, M.; Akhtar, I. (2023). Recurrent-Neural Network Prediction of Lift on an Oscillating Plate. AIAA SciTech Forum and Exposition, 2023.
3. Ayyad, M.; Ahmed, A.; Yang, L.; Hajj, M.; Datla, R.; Zuo, L. (2023). System Identification of OSWEC Response Using Physics-Informed Neural Network. OCEANS 2023 - Limerick, OCEANS Limerick 2023.

Journal Article

1. Alqaleiby, H.; Ayyad, M.; Hajj, M.; Ragab, S. A.; Zuo, L. (2024). Effects of piezoelectric energy harvesting from a morphing flapping tail on its performance. Applied Energy (vol. 353).
2. Ayyad, M.; Hajj, M.; Marsooli, R. (2023). Climate change impact on hurricane storm surge hazards in New York/New Jersey Coastlines using machine-learning. npj Climate and Atmospheric Science (1 ed., vol. 6).
3. Jamous, M.; Marsooli, R.; Ayyad, M. (2023). Global sensitivity and uncertainty analysis of a coastal morphodynamic model using Polynomial Chaos Expansions. Environmental Modelling and Software (vol. 160).
4. Ayyad, M.; Orton, P.; El Safty, H.; Chen, Z.; Hajj, M. (2022). Ensemble forecast for storm tide and resurgence from Tropical Cyclone Isaias. Weather and Climate Extremes (vol. 38).
5. Ayyad, M.; Hajj, M.; Marsooli, R. (2022). Machine learning-based assessment of storm surge in the New York metropolitan area. Scientific Reports (1 ed., vol. 12).
6. Ayyad, M.; Hajj, M.; Marsooli, R. (2022). Artificial intelligence for hurricane storm surge hazard assessment. Ocean Engineering (vol. 245).
7. Ayyad, M.; Hajj, M.; Marsooli, R. (2021). Spatial Variation in Sensitivity of Hurricane Surge Characteristics to Hurricane Parameters. Journal of Engineering Mechanics (10 ed., vol. 147).
8. Ayyad, M.; Guaily, A.; Hassanein, M. A. (2021). Stabilized variational formulation of an oldroyd-B fluid flow equations on a Graphic Processing Unit (GPU) architecture. Computer Physics Communications (vol. 258).