Author

Jia-Qing Xiao

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Oct 2026

Leveraging Causality to Enhance Drought Forecasting With Deep Learning Models

This study aims to improve the interpretability and efficacy of drought forecasting by integrating causality into the Long Short‐Term Memory (LSTM) structure. The proposed causal‐LSTM structure dynamically adjusts input weights based on identified causal relationships, tailored to the diverse climatic regions of Paki...

Muhammad Waseem, A. H. Jaffry, Jia-Qing Xiao et al. · Hydrological Processes · 0 citations

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