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Author

Jing-Xiao Wu

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Open access Sep 2026

Rimnet: a deep finite volume method with hybrid neural–numerical Riemann flux approximation in the 1D shallow water equations

This study introduces a deep-learned finite volume method (DFVM) – a hybrid neural-numerical scheme that embeds neural flux modules within a Godunov-type finite volume solution framework (RimNet) for solving the 1D shallow water equations. Acting as a modular surrogate for a classical Riemann solver, RimNet estimates...

Jing-Xiao Wu, Qiu-Hua Liang, Hui-Li Chen et al. · 0 citations
Open access Sep 2026

A high-resolution daily temperature reconstruction for Zhejiang Province during 1961–2020 using statistical residual interpolation

High-resolution, long-term near-surface air temperature (Ta) data are fundamental for regional climate monitoring and extreme temperature hazard assessment, particularly in topographically complex regions with sparse observations. However, achieving both temporal continuity and spatial detail in daily Ta fields remains...

Ying Li, Hao Guo, Mei-Ying Dong et al. · 0 citations

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