28 janvier 2026
Reda Snaiki
Professeur
Département
Département de génie de la construction
Formation
B.Ing. (EMI, Rabat), M.Sc., Ph.D. (State University of New York, Buffalo)
Bureau
A-1490
Courriel
Présentation
Unités de recherche
Axe de recherche
- Développement durable, économie circulaire et enjeux environnementaux
Expertises
- 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
Cours et encadrements
Encadrements
- En codirection avec : Abdelatif Merabtine
Physics-Informed Machine Learning for High-Resolution Urban Heat Island Prediction and Adaptive Mitigation Under Climate Change, par Edwin Oluoch Awino
Automne 2026 - A Multi-Hazard Cyclone Risk Framework to Enable Resilience-Informed Decision, par Saeed Saviz Naeini
Hiver 2026 - Towards Smart and Resilient Cities: A Novel Framework for Mitigation of Wind Effects on High-Rise Buildings, par Foad Mohajeri Nav
Automne 2026 - A multi-fidelity framework for rapid stochastic response estimation and mitigation of wind sensitive structures, par Seyedeh Fatemeh Mirfakhar
Automne 2026
- En codirection avec : Abdelatif Merabtine
Active multi-fidelity, sensor-aware surrogates for urban heat islands, par Md Tasim Ferdous
Été 2026 - Optimisation du réseau de capteurs et reconstruction de la réponse aéroélastique d'un pont à partir de mesures partielles, par Carlmax-Clérel Laurent
Automne 2026 - 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
- Évaluation quantitative du risque cyclonique : une étude comparative, par El Chaima Mecellem
Hiver 2026 - Évaluation des risques d'inondation fluviale et analyse comparative des impacts socio-économiques régionaux selon différents scénarios climatiques, par Abdoulaye Tounkara
Automne 2026 - Optimisation du placement de capteurs pour la surveillance en temps réel d'un pont soumis aux charges de vent, par Thierry Koelman Ngangoui Fossi
Automne 2026 - 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 - Analyse du risque d’inondation des infrastructures critiques et comparaison de stratégies de protection optimisées, par Elyes Ben Moussa
Hiver 2026
- Mise en place technique, environnementale, juridique et administrative de projets éoliens dans l’ancienne région Poitou Charentes en France, par Valérian Pinson
Été 2023
Publications
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)
- Seyedeh Fatemeh Mirfakhar, Reda Snaiki, Frank Lombardo. 2026 « A hybrid analytical framework for asymmetric pressure and boundary layer wind simulation in Nor'easters ». Journal of Wind Engineering and Industrial Aerodynamics vol. 273
- Saeed Saviz Naeini, Reda Snaiki, Alejandro Di Luca. 2026 « Projecting hurricane risk in Atlantic Canada under climate change ». Weather and Climate Extremes vol. 52
- Foad Mohajeri Nav, Reda Snaiki, Fei Ding. 2026 « A hierarchical machine learning framework for real-time reconstruction of urban wind fields from sparse sensor networks ». Building and Environment vol. 302
- Reda Snaiki, Seif-Eddine Cherif, Younes Alouan. 2026 « A hybrid polynomial chaos expansion-based surrogate framework for reliability and interpretability of concrete compressive strength ». Journal of Materials in Civil Engineering vol. 38 , nº 11
- Reda Snaiki, Shaopeng Li, Anastasia Athanasiou. 2026 « From divergence to synergy: A multi-hazard framework for structural design under winds and earthquakes ». Engineering Structures vol. 365
- Reda Snaiki, Jiachen Lu, Shaopeng Li, Negin Nazarian. 2026 « A hierarchical deep learning model for predicting pedestrian-level urban winds ». Building and Environment vol. 294
- Reda Snaiki, Abdelatif Merabtine, Shengqiang Shi, Ines Grabaa. 2026 « Explainable machine-learning surrogates for sun-patch-driven indoor thermal comfort ». Energy and Buildings vol. 361
- Reda Snaiki, Seyedeh Fatemeh Mirfakhar. 2026 « A hybrid physics-informed graph neural network for tornado wind-field modeling ». Advances in Wind Engineering vol. 3 , nº 1
- Teng Wu, Reda Snaiki, Frank Lombardo, Sihan Li, Michele Barbato, Guirong Yan, Robert J. Trapp. 2026 « Impact of climate change on extreme windstorms and implications for structural design in the United States ». Journal of Structural Engineering vol. 152 , nº 8
- Laurent Allard, Reda Snaiki. 2025 « Buffeting-induced fatigue damage assessment of a long-span bridge under a changing climate scenario ». Journal of Bridge Engineering vol. 30 , nº 3
- Abdeslam Jamali, Reda Snaiki, Ahmed Rahem. 2025 « Towards accurate ice accretion and galloping risk maps for Quebec: A data-driven approach ». Cold Regions Science and Technology vol. 233
- Timothé Jard, Reda Snaiki. 2025 « Real-time dynamic layout optimization for floating offshore wind farm control ». Ocean Engineering vol. 316
- Foad Mohajeri Nav, Seyedeh Fatemeh Mirfakhar, Reda Snaiki. 2025 « A hybrid machine learning framework for wind pressure prediction on buildings with constrained sensor networks ». Computer-Aided Civil and Infrastructure Engineering vol. 40 , nº 19. p. 2816-2832
- Foad Mohajeri Nav, Reda Snaiki. 2025 « Time-domain buffeting response prediction of a long-span bridge: A hybrid machine learning framework ». Structures vol. 73
- Saeed Saviz Naeini, Reda Snaiki, Teng Wu. 2025 « Advancing spatio-temporal storm surge prediction with hierarchical deep neural networks ». Natural Hazards vol. 121 , nº 14. p. 16317-16344
- Reda Snaiki, Abdelatif Merabtine. 2025 « Recent advances on machine learning techniques for urban heat island applications: A review and new horizons ». Sustainable Cities and Society vol. 134
- 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 vol. 39 , nº 22. p. 3375-3391
- 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)
- Foad Mohajeri Nav, Reda Snaiki. 2025 « A novel hybrid machine learning model for rapid prediction of urban wind flow ». Proceedings of the Canadian Society for Civil Engineering Annual Conference 2024, Volume 14: Structural Engineering (Niagara Falls, ON, Canada, June 05-07, 2024) Springer
- Laurent Allard, Reda Snaiki. 2024 « Buffeting response of a long-suspension bridge considering the effects of a changing climate ». Proceedings of the Canadian Society for Civil Engineering Annual Conference 2023, Volume 10 : Structures Track (Moncton, NB, Canada, May 24-27, 2023) Springer Science and Business Media Deutschland GmbH
- Saeed Saviz Naeini, Reda Snaiki. 2024 « Rapid prediction of storm wave run-up using a hybrid physics-informed machine learning ». Proceedings of the Canadian Society for Civil Engineering Annual Conference 2023, Volume 9, Hydrotechnical Track (Moncton, NB, Canada, May 24-27, 2023) Springer
- 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
