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Shijie Liu

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#graph neural networks Open access Oct 2026

Physics-guided data fusion for settlement prediction of high-fill railway embankments

Settlement prediction for high-fill railway embankments is challenged by monitoring noise and stage-dependent deformation across construction and operation. This paper presents a physics-guided framework integrating multivariate construction information with settlement monitoring data. Monitoring sequences are denoised...

Zongyu Zhang, Zhichao Huang, Qian Su et al. · 0 citations

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