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Jul 15, 2024This research demonstrates an effective approach to enhancing wind resistance and preventive protection for historical buildings.
May 15, 2024This study showcases the ability to use ML to predict pressures on tall buildings, capturing all key flow features time-efficiently.
Oct 22, 2024This 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, 2024This study demonstrates the feasibility of using machine learning to predict the wind load power spectrum on high-rise buildings.
Jun 21, 2024Thus, utilising a three- dimensional (3D) spatial coordinate system, this study employed ML to predict the transient wind pressure on a tall building.
Nov 14, 2023The 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, 2024This research investigates the influence of wind on four closely spaced parallel building models using computational fluid dynamics (CFD).
Aug 26, 2024To 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, 2024The 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, 2024This paper provides an outline of advanced levels of wind design, in the context of the Australian Wind Code, and illustrates the exceptional benefits it ...