Author

Ge Yang

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Review Open access Oct 2026

Linking Data Modalities and Deep Learning Architectures for Urban Flood Modeling

Deep learning has been extensively applied to the modeling and management of urban flooding. While deep learning provides the analytical framework, the unique characteristics of the underlying data modalities themselves fundamentally drive model performance. Thus, this paper provides a scoping review of 289 recent stud...

Wen-Jie Chen, Zhong-Nan Liu, Ge Yang et al. · Remote Sensing · 0 citations