| Machine learning-based assessment of storm surge in the New York metropolitan area M Ayyad, MR Hajj, R Marsooli Scientific Reports 12 (1), 19215, 2022 | 16 | 2022 |
| Artificial intelligence for hurricane storm surge hazard assessment M Ayyad, MR Hajj, R Marsooli Ocean Engineering 245, 110435, 2022 | 15 | 2022 |
| Ensemble forecast for storm tide and resurgence from Tropical Cyclone Isaias M Ayyad, PM Orton, H El Safty, Z Chen, MR Hajj Weather and Climate Extremes 38, 100504, 2022 | 9 | 2022 |
| Spatial variation in sensitivity of hurricane surge characteristics to hurricane parameters M Ayyad, MR Hajj, R Marsooli Journal of Engineering Mechanics 147 (10), 04021070, 2021 | 8 | 2021 |
| Stabilized variational formulation of an oldroyd-b fluid flow equations on a graphic processing unit (GPU) architecture M Ayyad, A Guaily, MA Hassanein Computer Physics Communications 258, 107495, 2021 | 8 | 2021 |
| Climate change impact on hurricane storm surge hazards in New York/New Jersey Coastlines using machine-learning M Ayyad, MR Hajj, R Marsooli npj Climate and Atmospheric Science 6 (1), 88, 2023 | 4 | 2023 |
| Effects of piezoelectric energy harvesting from a morphing flapping tail on its performance H Alqaleiby, M Ayyad, MR Hajj, SA Ragab, L Zuo Applied Energy 353, 122022, 2024 | 3 | 2024 |
| Global sensitivity and uncertainty analysis of a coastal morphodynamic model using Polynomial Chaos Expansions M Jamous, R Marsooli, M Ayyad Environmental Modelling & Software 160, 105611, 2023 | 3 | 2023 |
| Variants of the Finite Element Method for the Parabolic Heat Equation: Comparative Numerical Study AA Hamada, M Ayyad, A Guaily Recent Advances in Engineering Mathematics and Physics, 361--372, 2020 | 3 | 2020 |
| Stevens Flood Advisory System 2020 Ensemble Forecast Assessment: NY/NJ Harbor Area P Orton, Z Chen, H El Safty, M Ayyad, R Datla, J Miller, MR Hajj Technical Report. URL: https://hudson. dl. stevens-tech. edu/sfas/reports …, 2021 | 2 | 2021 |
| Surrogate modeling of the aerodynamic performance for airfoils in transonic regime M Elrefaie, T Ayman, M Elrefaie, E Sayed, M Ayyad, MM AbdelRahman AIAA SCITECH 2024 Forum, 2220, 2024 | 1 | 2024 |
| Deep Learning-Based Prediction of Aerodynamic Performance for Airfoils in Transonic Regime T Ayman, MA Elrefaie, E Sayed, M Elrefaie, M Ayyad, AA Hamada, ... 2023 5th Novel Intelligent and Leading Emerging Sciences Conference (NILES …, 2023 | 1 | 2023 |
| System Identification of OSWEC Response Using Physics-Informed Neural Network M Ayyad, A Ahmed, L Yang, MR Hajj, R Datla, L Zuo OCEANS 2023-Limerick, 1-5, 2023 | | 2023 |
| Recurrent-Neural Network Prediction of Lift on an Oscillating Plate N Ahsan, M Ayyad, M Hajj, I Akhtar AIAA SCITECH 2023 Forum, 1435, 2023 | | 2023 |
| Ensemble Improved and AI Accelerated Prediction of Hurricane Storm Surge Under Climate Change M Ayyad Stevens Institute of Technology, 2022 | | 2022 |
| Sensitivity-Analysis-Data M Ayyad https://data.mendeley.com/datasets/jw9tpd3ggg/1, 2020 | | 2020 |
| Tropical Cyclone Storm Surge Prediction Using Artificial Neural Network M Ayyad, R Marsooli, M Hajj 100th American Meteorological Society Annual Meeting, 2020 | | 2020 |
| Plenary Lectures Abstracts M Hajj, M Ayyad, A Ahmed Booklet of Abstracts, 3, 0 | | |
Reza MarsooliAssistant ProfessorEmail verificata su stevens.edu
