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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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