This study presents a meshfree two-dimensional fractional-order Element-Free Galerkin (2D f-EFG) method as a viable alternative to conventional mesh-based FEM for a numerical solution of (spatial) fractional-order differential equations (FDEs). The previously developed one-dimensional f-EFG solver offers a limited demonstration of the true efficacy of EFG formulations for FDEs, as it is restricted to simple 1D line geometries. In contrast, the 2D f-EFG solver proposed and developed here effectively demonstrates the potential of meshfree approaches for solving FDEs. The proposed solver can handle complex and irregular 2D domains that are challenging for mesh-based methods. As an example, the developed framework is employed to investigate nonlocal elasticity governed by fractional-order constitutive relations in a square and circular plate. Furthermore, the proposed approach mitigates key drawbacks of FEM, including high computational cost, mesh generation, and reduced accuracy in irregular domains. The 2D f-EFG employs 2D Moving Least Squares (MLS) approximants, which are particularly effective in approximating fractional derivatives from nodal values. The 2D f-EFG solver is employed here for the numerical solution of fractional-order linear and nonlinear partial differential equations corresponding to the nonlocal elastic response of a plate. The solver developed here is validated with the benchmark results available in the literature. While the example chosen here focuses on nonlocal elasticity, the numerical method can be extended for diverse applications of fractional-order derivatives in multiscale modeling, multiphysics coupling, anomalous diffusion, and complex material behavior.
翻译:本研究提出了一种无网格的二维分数阶无网格伽辽金方法,作为传统基于网格的有限元法在求解空间分数阶微分方程数值解中的可行替代方案。先前开发的一维分数阶无网格伽辽金求解器受限于简单的一维线几何结构,未能充分展示无网格伽辽金格式在分数阶微分方程中的实际效能。相比之下,本文提出并发展的二维分数阶无网格伽辽金求解器有效证明了无网格方法求解分数阶微分方程的潜力。该求解器能够处理复杂和不规则的二维域,这对基于网格的方法具有挑战性。作为示例,所开发的框架被用于研究正方形和圆形板中由分数阶本构关系控制的非局部弹性问题。此外,该方法缓解了有限元法的关键缺点,包括高计算成本、网格生成以及在不规则域中精度降低的问题。二维分数阶无网格伽辽金方法采用二维移动最小二乘近似函数,这些函数在从节点值近似分数阶导数方面特别有效。本文使用二维分数阶无网格伽辽金求解器对描述板非局部弹性响应的分数阶线性和非线性偏微分方程进行数值求解。所开发的求解器通过文献中的基准结果进行了验证。尽管所选示例聚焦于非局部弹性,但该数值方法可扩展至分数阶导数在多尺度建模、多物理场耦合、反常扩散及复杂材料行为等多样化应用领域。