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Meshless Methods

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Meshless methods are numerical techniques used for solving partial differential equations without the need for a predefined mesh. They rely on a set of scattered points to represent the solution domain, allowing for greater flexibility in handling complex geometries and dynamic problems, while improving computational efficiency and accuracy.
lightbulbAbout this topic
Meshless methods are numerical techniques used for solving partial differential equations without the need for a predefined mesh. They rely on a set of scattered points to represent the solution domain, allowing for greater flexibility in handling complex geometries and dynamic problems, while improving computational efficiency and accuracy.

Key research themes

1. How have meshless numerical methods evolved to improve accuracy and computational efficiency for solving PDEs in complex geometries?

This research theme investigates the development and advancement of meshless methods as alternatives to traditional mesh-based techniques (like FEM and FDM) for discretizing and solving partial differential equations, focusing on performance optimization, boundary condition enforcement, adaptivity, and stability improvements that address complex, irregular, or evolving geometric domains.

Key finding: This paper surveys two main branches of meshfree methods—Galerkin-based weak form and collocation-based strong form—and highlights advances such as easy enforcement of essential boundary conditions, circumventing expensive... Read more
Key finding: This work introduces an adaptive algorithm employing meshfree strong-form collocation with radial and polynomial point interpolation methods, integrating error estimation based on solution interpolation to guide mesh node... Read more
Key finding: This study assesses the convergence of the Meshless Lattice Boltzmann Method, which decouples spatial and velocity discretizations and uses radial basis function interpolation in a semi-Lagrangian framework. The authors show... Read more
Key finding: By introducing ghost nodes with controlled positioning and layering outside the computational domain, this paper presents an improved radial basis function (RBF) collocation approach that enhances solution accuracy and... Read more

2. What mesh generation and optimization strategies enhance quality, adaptivity, and computational efficiency of polygonal and polyhedral meshes for numerical simulation?

This theme covers research on generating and optimizing meshes—ranging from triangular to polyhedral and hexahedral meshes—that adapt to complex domain topologies and geometries, preserve geometric features, and improve numerical simulation accuracy and convergence. It includes algorithms for mesh quality improvement, topological constraints management, mesh simplification with minimal loss of fidelity, and parallel methods to accelerate mesh generation.

Key finding: This paper proposes algorithms for constructing and simplifying Delaunay triangular meshes that optimize element quality and preserve geometry by introducing vertex insertion and collapse operations guided by minimal volume... Read more
Key finding: The authors present a method to generate polyhedral meshes for complex non-manifold geometries by computing the dual of a tetrahedral mesh and applying mesh untangling and quality improvement steps. They demonstrate that when... Read more
Key finding: This survey classifies parallel unstructured mesh generation methods according to the underlying sequential mesher (Delaunay, Advancing Front, Edge Subdivision) and the degree of coupling between subproblems, detailing... Read more
Key finding: This work introduces a robust, combinatorial integer programming approach for constructing topologically optimal all-hexahedral boundary layer meshes on complex geometries featuring arbitrary ridges and corners. It leverages... Read more

3. How can advanced geometric parameterization and mesh morphing techniques be integrated into numerical solvers to improve shape optimization workflows?

This research focus addresses the interconnection between parametric shape description and mesh management in computational simulations, particularly techniques that directly manipulate mesh node positions ('mesh morphing') to avoid costly remeshing, improve computational robustness, and enable rapid design iterations within simulation-driven optimization frameworks.

Key finding: The paper develops a procedure coupling radial basis function-based mesh morphing directly integrated into fluid dynamics solvers, bypassing the traditional remeshing and CAD model regeneration steps. This integration enables... Read more
Key finding: This research proposes representing 3D shape models functionally via a high-level mesh creation/manipulation language allowing parametric, composable shape descriptions rather than relying solely on geometric primitives or... Read more

All papers in Meshless Methods

In this paper, a computational technique is presented based on the natural element method (NEM) for large plastic deformation simulation of the metal forming problems. NEM is a numerical technique in the field of computational mechanics... more
The Rajendran-Grove (RG) ceramic damage model is a three-dimensional internal variable based constitutive model for ceramic materials, with the considerations of micro-crack extension and void collapse. In the present paper, the RG... more
A short overview on the direct multi-elliptic interpolation and the related meshless methods for solving partial differential equations is given. A new technique is proposed which produces a biharmonic interpolation along the boundary and... more
The Generalized finite difference method (GFDM) is a meshfree method that can be applied for solving problems defined over irregular clouds of points. The GFDM uses the Taylor series development and the moving least squares approximation... more
Classical finite difference schemes are in wide use today for approximately solving partial differential equations of mathematical physics. An evolution of the method of finite differences has been the development of generalized finite... more
In this paper it is possible to appreciate the great eciency of the generalized ®nite dierence method (GFD), that is to say with an irregular arrangements of nodes, to solve second-order partial dierential equations which represent the... more
The paper reviews recent advances and ongoing technologies on which today's industry work upon in the metal forming processes. This paper has also included some revolutionary researches which later became the base for many processes.... more
The finite element method is the reference technique in the simulation of metal forming and provides excellent results with both Eulerian and Lagrangian implementations. The latter approach is more natural and direct but the large... more
The finite element method is the reference technique in the simulation of metal forming and provides excellent results with both Eulerian and Lagrangian implementations. The latter approach is more natural and direct but the large... more
The finite element method is the reference technique in the simulation of metal forming and provides excellent results with both Eulerian and Lagrangian implementations. The latter approach is more natural and direct but the large... more
The finite element method is the reference technique in the simulation of metal forming and provides excellent results with both Eulerian and Lagrangian implementations. The latter approach is more natural and direct but the large... more
In this paper the extrusion process of a cross-shaped profile was investigated. In particular, the study was focused on the distortion of extruding profiles when the workpiece and die axis are not aligned. The process was simulated using... more
In this paper the extrusion process of a cross-shaped profile was investigated. In particular, the study was focused on the distortion of extruding profiles when the workpiece and die axis are not aligned. The process was simulated using... more
Porthole die extrusion is a process typology that can give great advantages in the forming processes. Due to the complexity of the die assembly, experimental analyses are often carried out in order to investigate the parameter influence... more
In this paper, the Natural Element Method (NEM) together with the alpha shapes and some extra numerical procedures are used in the simulation of hollow profiles, emphasizing on the simulation of the welding lines. Numerical results are... more
Porthole die extrusion is a process typology that can give great advantages in the forming processes. Due to the complexity of the die assembly, experimental analyses are often carried out in order to investigate the parameter influence... more
In this paper the extrusion process of a cross-shaped profile was investigated. In particular, the study was focused on the distortion of extruding profiles when the workpiece and die axis are not aligned. The process was simulated using... more
The results presented here constitute a brief summary of an on-going multi-year effort to investigate hierarchical/wavelet bases for solving PDE's and establish a rigorous foundation for these methods. A new, hierarchical,... more
Introduction Wavelet bases promise the capability to compute multi-scale solutions to partial differential equations with potentially higher convergence rates than conventional finite difference and finite element methods, and their... more
A meshless Radial Point Interpolation Collocation Method (RPICM) is applied for the modeling of heterogeneous structures consisting of homogeneous materials. Two homogeneous isotropic materials with different material properties are... more
A new mixed meshless approach using the interpolation of both stress and displacement has been proposed for the analysis of plate deformation responses. A kinematic of three dimensional solid is adopted and discretization is performed by... more
A mixed MLPG collocation method is applied for the modeling of material discontinuity in heterogeneous materials composing of homogeneous domains. Two homogeneous isotropic materials with different linear elastic properties are... more
In this contribution, meshfree methods are applied for the modeling of gradient elasticity and hyperelasticity using higher-order theories based on only one microstructural parameter [1]. Both the Mixed Meshless Local Petrov-Galerkin... more
The present study is related to the utilization of the mixed Meshless Local Petrov-Galerkin (MLPG) methods for solving problems in gradient elasticity, which are governed by fourth-order differential equations. Here, three different... more
Discontinuous coefficients in the Poisson equation lead to the weak discontinuity in the solution, e.g. the gradient in the field quantity exhibits a rapid change across an interface. In the real world, discontinuities are frequently... more
In a liquid, an ultrasonic field can carry along small bubbles or can produce cavitation bubbles, whose movements determine drastic effects as: erosion, unpassivation and emulsification, chemical reactions, sonoluminescence, pressure... more
By using the trigonometric uniform splines of order 3 with a real tension factor, a numericalmethod is developed for solving a linear second order boundary value problems (2VBP) withDirichlet, Neumann and Cauchy types boundary conditions.... more
In the present paper, we use efficient and simple algorithms of the fractional power series and Adomain polynomial methods that provide effective tools for solving such linear and nonlinear fractional differential equations in the sense... more
In this paper we consider the heat equation with memory in a bounded region Ω ⊂ R d , d ≥ 1, in the case that the propagation speed of the signal is infinite (i.e. the Colemann-Gurtin model). The memory kernel is of class C 1 . We examine... more
Radial basis function (RBF) networks are the new, recently developed, meshless explicit, piecewise geometry description methods. Among many useful properties the RBFs have, they belong to Reproducing Kernel Hilbert Spaces and have the... more
The present work proposes a numerical method to obtain an approximate solution of non-linear weakly singular Fredholm integral equations. The discrete Galerkin method in addition to thin-plate splines established on scattered points is... more
A novel node collocation approach for the application of radial basis function meshless methods in neutron diffusion equations is presented in this paper. By introducing ghost nodes, the number and position of external nodes can be... more
Regarding "Taylor Series Based Domain Collocation Meshless Method for Problems with Multiple Boundary Conditions including Point Boundary Conditions" This paper deals with handling boundary conditions for the so-called Taylor Meshfree... more
In this paper, an adaptive refinement procedure is proposed to be used with Discrete Least Squares Meshless (DLSM) method for accurate solution of planar elasticity problems. DLSM method is a newly introduced meshless method based on the... more
A numerical inverse Laplace transform method is established using Bernoulli polynomials operational matrix of integration. The efficiency of the method is demonstrated through some standard nonlinear differential equations: Duffing... more
This paper describes a new topology optimization (TO) technique based on meshless method to evolve two-dimensional truss structures. The meshless method has been considered as a very attractive computational technique since it does not... more
This study proposes a structual topology optimization technique using meshless method. We adopt the radial point interpolation method (RPIM) which uses the radial basis function (RBF). So far, there is a few application of new meshless... more
A meshless method based on the radial point interpolation method(RPIM) is used to analyze cantilever beam. Meshless methods have been considered is a very attractive as new computational method since it does not need mesh generation in... more
En este trabajo se presenta una variacion del Metodo de Volumenes Finitos (FVM) para la solucion de problemas de valores en la frontera, consistente en la implementacion de un esquema de interpolacion Hermitica utilizando Funciones de... more
A family of cell-centered genuinely multidimensional upwind schemes for structured meshes is developed. Two di erent approaches for the numerical ux formulation are applied, based on respectively characteristic variable extrapolation and... more
for such models using Escript. The consequent results for different types of convection are presented and the stability of the observed flow patterns with respect to different initial conditions and computational resolutions is discussed.
In this article, the transient dynamic analysis of decagonal quasicrystal (QC) is carried out using the meshless generalized finite difference (GFD) method. The transient behaviors of phonon and phason displacements in these types of QCs,... more
The localized radial basis function collocation meshless method (LRBFCMM), also known as radial basis function generated finite differences (RBF-FD) meshless method, is employed to solve time-dependent, twodimensional (2D) incompressible... more
In this paper, the symmetric smoothed particle hydrodynamics (SSPH) as a meshless method is explained in detail. Free vibration analysis of bilayer graphenes with interlayer shear effect is modeled. The bilayer graphene is modeled as a... more
A comparison between weak form meshless local Petrov-Galerkin method (MLPG) and strong form meshless diffuse approximate method (DAM) is performed for the diffusion equation in two dimensions. The shape functions are in both methods... more
We employ a nonlinear anisotropic di usion operator like the ones used as a means of ltering and edge enhancement in image processing, in numerical methods for conservation laws. It turns out that algorithms currently used in image... more
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