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Reda Snaiki

Reda Snaiki
Professeur
Formation B.Ing. (EMI, Rabat), M.Sc., Ph.D. (State University of New York at Buffalo).
Bureau A-1490
Téléphone 514 396-8800, p.8829
Présentation

Département de génie de la construction

Axes de recherche :

  • Infrastructures et milieux bâtis

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
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Proceedings of the Canadian Society of Civil Engineering Annual Conference
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Proceedings of the International Workshop on Atmospheric Icing of Structures (IWAIS)
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Proceedings of 15th International Conference on Wind Engineering (ICWE15)
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13th Americas Conference on Wind Engineering (ACWE)
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33rd Conference on Hurricanes and Tropical Meteorology
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IABSE Congress : Structural Engineering for Future Societal Needs
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15th International Conference on Wind Engineering (ICWE15)
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Proceedings of 15th International Conference on Wind Engineering (ICWE15)
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Proceedings of 8th International Colloquium on Bluff-Body Aerodynamics and its Application (BBAAVIII)
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Cours et encadrements

Cours

CTN408 Analyse des structures (Automne 2023)
MGC921 Sujets spéciaux I : génie de la construction (Automne 2023)

Encadrements

Mémoire à 30 crédits
  • Analyse et contrôle des parcs éoliens flottants pour la maximisation de la puissance produite via la relocalisation des plateformes en temps réel, par Jard,Timothé.
    Été 2023
  • Development of Ice Accretion Maps Due to Freezing Rain Events for Canada, par Shabani Shahreza,Mohammad Mahdi.
    Hiver 2024
Projet d'application à 15 crédits
  • Développement d'une nouvelle formule du champ de pression pour les tempêtes hivernales, par Bouaziz,Kenza.
    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 Allard,Laurent.
    Hiver 2024
Projet d'intervention en entreprise à 15 crédits
  • Mise en place technique, environnementale, juridique et administrative de projets éoliens dans l’ancienne région Poitou Charentes en France, par Pinson,Valérian.
    Été 2023
Thèse de doctorat (recherche appliquée)
  • A Multi-Hazard Cyclone Risk Framework to Enable Resilience-Informed Decision, par Saviz Naeini,Saeed.
    Hiver 2024
  • Towards Smart and Resilient Cities: A Novel Framework for Mitigation of Wind Effects on High-Rise Buildings, par Mohajeri Nav,Foad.
    Hiver 2024
Publications
Article publié dans une revue, révisé par les pairs (18)

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. 14 p.

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 18 p.

Reda Snaiki, Teng Wu. 2020. « An analytical model for rapid estimation of hurricane supergradient winds ». Journal of Wind Engineering and Industrial Aerodynamics. vol. 201 8 p.

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 9 p.

Reda Snaiki, Teng Wu. 2020. « Revisiting hurricane track model for wind risk assessment ». Structural Safety. vol. 87 11 p.

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 12 p.

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 11 p.

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.

Compte rendu de conférence (9)

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) p. 701-710. 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) p. 241-248. 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.

Communication (5)

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 )

Affiche (2)

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 )

Prix et distinctions