The Application of a BiGRU Model with Transformer-Based Error Correction in Deformation Prediction for Bridge SHM

The Application of a BiGRU Model with Transformer-Based Error Correction in Deformation Prediction for Bridge SHM

Accurate deformation prediction is crucial for ensuring the safety and longevity of bridges. However, the complex fluctuations of deformation pose a challenge to achieving this goal. To improve the prediction accuracy, a bridge deformation prediction method based on a bidirectional gated recurrent u...

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Bibliographic Details
Main Authors: Xu Wang, Guilin Xie, Youjia Zhang, Haiming Liu, Lei Zhou, Wentao Liu, Yang Gao
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Buildings
Subjects:
bridge engineering
deformation prediction
structural health monitoring
BiGRU
error correction
transformer
Online Access:https://www.mdpi.com/2075-5309/15/4/542

Internet

https://www.mdpi.com/2075-5309/15/4/542

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