Author

Chong-Yu Xu

2 papers indexed here

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Oct 2026

A terrain-guided and physics-constrained dual-stream network for real-time high-resolution urban flood mapping.

High-resolution (HR) flood inundation mapping is vital for emergency response, yet meter-scale hydrodynamic simulations remain computationally prohibitive over large domains. While deep learning-based super-resolution (SR) offers an efficient alternative, conventional architectures suffer from micro-topographic feature...

Jia-Qing Xiao, Peng-Fei Shi, Zhen-Ya Li et al. · Water Research · 0 citations

Open access Sep 2026

A New Multiscale Deep Learning Model for Daily Runoff Prediction in Snow-Influenced Alpine Catchments

The proposed IWOA-VCBA, a multiscale deep learning model integrating variational mode decomposition, a convolutional neural network, a convolutional neural network, an attention mechanism, and an improved whale optimization algorithm, demonstrates the potential of IWOA-VCBA for accurate daily runoff prediction and dire...

Ping-Ping Luo, Ya-Jun Zhu, Chong-Yu Xu et al. · Remote Sensing · 0 citations