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Jingxiao Wu

Loughborough University

SCHOLARLY PAPERS

2

DOWNLOADS

89

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Rimnet: A Hybrid Neural Network–Finite Volume Framework for Riemann Flux Approximation in Shallow Water Equations

Number of pages: 44 Posted: 14 Jun 2025
Jingxiao Wu, Qiuhua Liang, Huili Chen and Haoran Duan
Loughborough University, Loughborough University, Loughborough University and Tsinghua University
Downloads 64 (970,490)

Abstract:

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Finite volume method, hydrodynamic modelling, neural network-based flux approximation, physics-guided deep learning, shallow water equations

2.

RimNet: A Hybrid Neural Network–Finite Volume Framework for Riemann Flux Approximation in Shallow Water Equations

Number of pages: 50 Posted: 02 Sep 2025
Jingxiao Wu, Qiuhua Liang, Huili Chen and Haoran Duan
Loughborough University, Loughborough University, Loughborough University and Tsinghua University
Downloads 25 (1,436,435)

Abstract:

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Finite volume method, hydrodynamic modelling, neural network-based flux approximation, physics-guided deep learning, shallow water equations