Litcius/Paper detail

A proper orthogonal decomposition variational multiscale meshless interpolating element‐free Galerkin method for incompressible magnetohydrodynamics flow

Mostafa Abbaszadeh, Mehdi Dehghan, I. M. Navon

2020International Journal for Numerical Methods in Fluids12 citationsDOI

Abstract

Summary In the recent decade, the meshless methods have been handled for solving most of PDEs due to easiness of the meshless methods. One of the popular meshless methods is the element‐free Galerkin (EFG) method that was first proposed for solving some problems in the solid mechanics. The test and trial functions of the EFG are based on the special basis. Recently, some modifications have been developed to improve the EFG method. One of these improvements is the variational multiscale EFG procedure. In the current article, the shape functions of interpolation moving least squares approximation have been applied to the variational multiscale EFG technique for solving the incompressible magnetohydrodynamics flow. In order to reduce the elapsed CPU time of simulation, we employ a reduced‐order model based on the proper orthogonal decomposition technique. The current combination can be referred to as the reduced‐order variational multiscale EFG technique. To illustrate the reduction in CPU time used as well as the efficiency of the proposed method, we applied it for the two‐dimensional cases.

Topics & Concepts

Regularized meshless methodMoving least squaresMeshfree methodsGalerkin methodFinite element methodBasis functionApplied mathematicsInterpolation (computer graphics)MathematicsFlow (mathematics)Incompressible flowMathematical optimizationPetrov–Galerkin methodMathematical analysisComputer scienceSingular boundary methodPhysicsGeometryBoundary element methodArtificial intelligenceThermodynamicsMotion (physics)Numerical methods in engineeringModel Reduction and Neural NetworksAdvanced Numerical Methods in Computational Mathematics