Snaiki, Reda - ÉTS Montréal

Areas of expertise

Ingénierie du vent
Ingénierie des structures
Ingénierie côtière
Éoliennes
Modélisation à ordre réduit
Intelligence artificielle / apprentissage automatique / apprentissage par renforcement
Optimisation et contrôle
Changements climatiques
Cyclones tropicaux et extratropicaux
Processus stochastique
Ingénierie du vent basée sur les performances

Course

3 credits Automne 2024

4 credits Automne 2024

3 credits Automne 2024

Supervision

Analyse et contrôle des parcs éoliens flottants pour la maximisation de la puissance produite via la relocalisation des plateformes en temps réel, par Timothé Jard
Été 2023

Développement d'une nouvelle formule du champ de pression pour les tempêtes hivernales, par Kenza Bouaziz
Été 2023
Évaluation de la réponse à la turbulence du vent d'un pont suspendu à longue portée en considérant les effets des changements climatiques, par Laurent Allard
Hiver 2024

Mise en place technique, environnementale, juridique et administrative de projets éoliens dans l’ancienne région Poitou Charentes en France, par Valérian Pinson
Été 2023

A multi-fidelity framework for rapid stochastic response estimation and mitigation of wind sensitive structures, par Seyedeh Fatemeh Mirfakhar
Automne 2024
A Multi-Hazard Cyclone Risk Framework to Enable Resilience-Informed Decision, par Saeed Saviz Naeini
Été 2024
Towards Smart and Resilient Cities: A Novel Framework for Mitigation of Wind Effects on High-Rise Buildings, par Foad Mohajeri Nav
Automne 2024

Publications

Reda Snaiki, Teng Wu. 2020 « Hurricane wind and storm surge effects on coastal bridges under a changing climate ». Affiche présentée lors de la conférence : Transportation Research Board (TRB) 99th Annual Meeting (Washington D.C., USA, Jan. 12-16, 2020)
Reda Snaiki, Teng Wu. 2018 « A new boundary layer wind field model for landfalling hurricanes ». Affiche présentée lors de la conférence : 10th International Conference on Urban Climate / 14th Symposium on the Urban Environment (New York City, NY, USA, Aug. 06-10, 2018)

Saeed Saviz Naeini, Reda Snaiki. 2024 « A novel hybrid machine learning model for rapid assessment of wave and storm surge responses over an extended coastal region ». Coastal Engineering vol. 190
Saeed Saviz Naeini, Reda Snaiki. 2024 « A physics-informed machine learning model for time-dependent wave runup prediction ». Ocean Engineering vol. 295
Reda Snaiki. 2024 « Performance-based ice engineering framework: A data-driven multi-scale approach ». Cold Regions Science and Technology vol. 224
Reda Snaiki, Abdeslam Jamali, Ahmed Rahem, Mehdi Shabani, Brian L. Barjenbruch. 2024 « A metaheuristic-optimization-based neural network for icing prediction on transmission lines ». Cold Regions Science and Technology vol. 224
Reda Snaiki, Seyedali Makki. 2024 « A new analytical wind turbine wake model considering the effects of coriolis force and yawed conditions ». Journal of Wind Engineering and Industrial Aerodynamics vol. 250
Reda Snaiki, Seyedeh Fatemeh Mirfakhar. 2024 « Multiresolution dynamic mode decomposition approach for wind pressure analysis and reconstruction around buildings ». Computer-Aided Civil and Infrastructure Engineering
Timothé Jard, Reda Snaiki. 2023 « Real-time repositioning of floating wind turbines using model predictive control for position and power regulation ». Wind vol. 3 , nº 2. p. 131-150
Reda Snaiki, Siddharth S. Parida. 2023 « A data-driven physics-informed stochastic framework for hurricane-induced risk estimation of transmission tower-line systems under a changing climate ». Engineering Structures vol. 280
Reda Snaiki, Siddharth S. Parida. 2023 « Climate change effects on loss assessment and mitigation of residential buildings due to hurricane wind ». Journal of Building Engineering vol. 69
Reda Snaiki, Teng Wu. 2022 « Knowledge-enhanced deep learning for simulation of extratropical cyclone wind risk ». Atmosphere vol. 13 , nº 5
Teng Wu, Reda Snaiki. 2022 « Applications of machine learning to wind engineering ». Frontiers in Built Environment vol. 8
Shaopeng Li, Reda Snaiki, Teng Wu. 2021 « A knowledge-enhanced deep reinforcement learning-based shape optimizer for aerodynamic mitigation of wind-sensitive structures ». Computer-Aided Civil and Infrastructure Engineering vol. 36 , nº 6. p. 733-746
Shaopeng Li, Reda Snaiki, Teng Wu. 2021 « Active simulation of transient wind field in a multiple-fan wind tunnel via deep reinforcement learning ». Journal of Engineering Mechanics vol. 147 , nº 9
Tracy Kijewski-Correa, Alexandros Taflanidis, Charles II Vardeman, James Sweet, Jize Zhang, Reda Snaiki, Teng Wu, Zachariah Silver, Andrew Kennedy. 2020 « Geospatial environments for hurricane risk assessment : Applications to situational awareness and resilience planning in New Jersey ». Frontiers in Built Environment vol. 6
Reda Snaiki, Teng Wu. 2020 « An analytical model for rapid estimation of hurricane supergradient winds ». Journal of Wind Engineering and Industrial Aerodynamics vol. 201
Reda Snaiki, Teng Wu. 2020 « Hurricane hazard assessment along the United States northeastern coast : Surface wind and rain fields under changing climate ». Frontiers in Built Environment vol. 6
Reda Snaiki, Teng Wu. 2020 « Revisiting hurricane track model for wind risk assessment ». Structural Safety vol. 87
Reda Snaiki, Teng Wu, Andrew S. Whittaker, Joseph F. Atkinson. 2020 « Hurricane wind and storm surge effects on coastal bridges under a changing climate ». Transportation Research Record vol. 2674 , nº 6. p. 23-32
Reda Snaiki, Teng Wu. 2019 « Knowledge-enhanced deep learning for simulation of tropical cyclone boundary-layer winds ». Journal of Wind Engineering and Industrial Aerodynamics vol. 194
Reda Snaiki, Teng Wu. 2019 « Modeling rain-induced effects on boundary-layer wind field of tropical cyclones ». Journal of Wind Engineering and Industrial Aerodynamics vol. 194
Reda Snaiki, Teng Wu. 2018 « A semi-empirical model for mean wind velocity profile of landfalling hurricane boundary layers ». Journal of Wind Engineering and Industrial Aerodynamics vol. 180. p. 249-261
Reda Snaiki, Teng Wu. 2018 « An analytical framework for rapid estimate of rain rate during tropical cyclones ». Journal of Wind Engineering and Industrial Aerodynamics vol. 174. p. 50-60
Reda Snaiki, Teng Wu. 2017 « A linear height-resolving wind field model for tropical cyclone boundary layer ». Journal of Wind Engineering and Industrial Aerodynamics vol. 171. p. 248-260
Reda Snaiki, Teng Wu. 2017 « Modeling tropical cyclone boundary layer: Height-resolving pressure and wind fields ». Journal of Wind Engineering and Industrial Aerodynamics vol. 170. p. 18-27

S. Li, Reda Snaiki, Teng Wu. 2020 « Active simulation of transient wind field in a multiple-fan wind tunnel via deep reinforcement learning ». Communication lors de la conférence : Engineering Mechanics Institute Conference (New York City, NY, USA, May 26-29, 2020)
Reda Snaiki, Teng Wu. 2019 « A knowledge-enhanced deep learning for simulation of idealized storm surge ». Communication lors de la conférence : Engineering Mechanics Institute Conference (EMI) (Pasadena, CA, USA, Sept. 01-06, 2019)
Reda Snaiki, Teng Wu. 2017 « Dynamic interaction of wind and rain fields in the boundary layer of a tropical cyclone ». Communication lors de la conférence : Engineering Mechanics Institute Conference (EMI) (San Diego, CA, USA, June 04-07, 2017)
Reda Snaiki, Teng Wu. 2016 « A simplified analytical wind‐field model for hurricane boundary layer ». Communication lors de la conférence : Engineering Mechanics Institute Conference (EMI) and the Probabilistic Mechanics & Reliability Conference (PMC) (Nashville, TN, USA, May 22-25, 2016)
Reda Snaiki, Teng Wu. 2016 « Temperature and moisture effects on the hurricane wind field based on a simplified model ». Communication lors de la conférence : Engineering Mechanics Institute Conference (EMI) and the Probabilistic Mechanics & Reliability Conference (PMC) (Nashville, TN, USA, May 22-25, 2016)

Saeed Saviz Naeini, Reda Snaiki. 2023 « Machine learning approximation for rapid prediction of high-dimensional storm surge and wave responses ». Proceedings of the Canadian Society of Civil Engineering Annual Conference (Whistler, BC, Canada, May 25-28, 2022) Springer
Mehdi Shabani, Abdeslam Jamali, Reda Snaiki, Ahmed Rahem. 2022 « Prediction of ice accretion on transmission lines using hybrid particle swarm optimization-based artificial neural networks ». Proceedings of the International Workshop on Atmospheric Icing of Structures (IWAIS) (Montreal, QC, Canada - En ligne, June 20-23, 2022)
Reda Snaiki, Teng Wu. 2021 « Hurricane risk assessment of offshore wind turbines under changing climate ». IABSE Congress : Structural Engineering for Future Societal Needs (Ghent, Belgium, Sept. 22-24, 2021) International Association for Bridge and Structural Engineering
Reda Snaiki, Teng Wu. 2019 « A simplified dynamic system for estimating hurricane supergradient winds ». Proceedings of 15th International Conference on Wind Engineering (ICWE15) (Beijing, China, Sept. 01-06, 2019) International Association for Wind Engineering
Reda Snaiki, Teng Wu. 2019 « Knowledge-enhanced deep learning for simulation of extratropical cyclone wind risk ». 15th International Conference on Wind Engineering (ICWE15) (Beijing, China, Sept. 01-06, 2019) International Association for Wind Engineering
Reda Snaiki, Teng Wu. 2019 « Knowledge-enhanced deep learning for simulation of tropical cyclone boundary layer winds ». Proceedings of 15th International Conference on Wind Engineering (ICWE15) (Beijing, China, Sept. 01-06, 2019) International Association for Wind Engineering
Reda Snaiki, Teng Wu. 2018 « An improved methodology for risk assessment of tropical cyclones under changing climate ». 33rd Conference on Hurricanes and Tropical Meteorology (Ponte Vedra, FL, USA, Apr. 16-20, 2018) American Meteorological Society
Reda Snaiki, Teng Wu. 2017 « A theoretical model for rapid estimates of rainfall during tropical cyclones ». 13th Americas Conference on Wind Engineering (ACWE) (Gainesville, FL, USA, May 21-24, 2017) Americas Conference on Wind Engineering
Reda Snaiki, Teng Wu. 2016 « Temperature and moisture effects on the tropical cyclone boundary layer: Pressure and wind fields ». Proceedings of 8th International Colloquium on Bluff-Body Aerodynamics and its Application (BBAAVIII) (Boston, MA, USA, June 07-11, 2016) International Association for Wind Engineering ; Northeastern University