Conditional Diffusion Model to Predict Structural Wind Loading Using Data from Sparse Sensors
Published in Journal of Structural Engineering • Sep 26, 2026
NobleIDNI7P834W783R632S396
Authors:,,
Zhixin Liu
Yu Zhang
Haotian Dong
Abstract
Extreme local wind pressure causes damage to the envelopes and claddings of high-rise buildings. Accurate prediction of pressure time-series benefits the wind-resistance design and disaster precaution. The conditional diffusion model (CDM) is introduced to reconstruct time-resolved surface pressure ...
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