Explicit radial basis function collocation method for computing shallow water flows

被引:7
作者
Chaabelasri, Elmiloud [1 ,2 ]
Jeyar, Mohammed [1 ]
Borthwick, Alistair G. L. [3 ]
机构
[1] Univ Mohamed Premier, Fac Sci, LME, Oujda, Morocco
[2] Univ Mohamed Premier, ENSA, BP 03, Ajdir Al Hoceima, Morocco
[3] Univ Edinburgh, Sch Engn, Kings Bldg, Edinburgh EH9 3JL, Midlothian, Scotland
来源
SECOND INTERNATIONAL CONFERENCE ON INTELLIGENT COMPUTING IN DATA SCIENCES (ICDS2018) | 2019年 / 148卷
关键词
Radial basis function; Shallow water equations; Friction; Irregular bed; Wetting and drying; PARTIAL-DIFFERENTIAL-EQUATIONS; LOCAL RBF-DQ; SOURCE TERMS; MESHLESS METHODS; FINITE-VOLUME; SIMULATION; CONVECTION; SCHEMES;
D O I
10.1016/j.procs.2019.01.044
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A simple Explicit Radial Basis Function (RBF) is used to solve the shallow water equations (SWEs) for flows over irregular, frictional topography involving wetting and drying. At first we construct the MQ-RBF interpolation corresponding to space derivative operators. Next, we obtain numerical schemes to solve the SWEs, by using the gradient of the interpolant to approximate the spatial derivative of the differential equation and a third-order explicit Runge-Kutta scheme to approximate the temporal derivative of the differential equation. Then, we verify our scheme against several idealized one-dimensional numerical experiments including dam-break and open channel flows over non-uniform beds (involving shock wave behavior), and moving wet-dry fronts over irregular bed topography. Promising results are obtained. (C) 2019 The Authors. Published by Elsevier B.V.
引用
收藏
页码:361 / 370
页数:10
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