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Jul 15, 2024 , This research demonstrates an effective approach to enhancing wind resistance and preventive protection for historical buildings.
May 15, 2024 , This study showcases the ability to use ML to predict pressures on tall buildings, capturing all key flow features time-efficiently.
Oct 22, 2024 , This approach makes use of Artificial Neural Network (ANN) to estimate the surface-average pressure coefficient for each wall and roof according to the building ...
May 14, 2024 , This study demonstrates the feasibility of using machine learning to predict the wind load power spectrum on high-rise buildings.
Jun 21, 2024 , Thus, utilising a three- dimensional (3D) spatial coordinate system, this study employed ML to predict the transient wind pressure on a tall building.
Nov 14, 2023 , The results show that the X-direction openings affect the magnitude and distribution of the surface wind pressures by changing the flow separation and flow ...
Feb 23, 2024 , This research investigates the influence of wind on four closely spaced parallel building models using computational fluid dynamics (CFD).
Aug 26, 2024 , To predict wind-induced snow loads more accurately, this paper proposes a numerical simulation method. The method considers the interaction of wind and snow, ...
Feb 16, 2024 , The results can be used to develop a neural network model that can predict the pressure distribution given the characteristics of upwind terrain and wind flow, ...
Oct 22, 2024 , This paper provides an outline of advanced levels of wind design, in the context of the Australian Wind Code, and illustrates the exceptional benefits it ...