Nonlocal Operator Method for Solving Partial Differential Equations: State-of-the-Art Review and Future Perspectives

Yongzheng Zhang, H. Ren, T. Rabczuk
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引用次数: 3

Abstract

The nonlocal operator method (NOM) is based on nonlocal theory and employs nonlocal operators of integral form to replace the local partial differential operators. NOM naturally bridges models of different length scales and enables also the natural solution of problems with continuous to discontinuous solutions as they occur in the case of material failure. It also provides a natural framework for complex multifield problems. It is based on a variational principle or weighted residual method and only requires the definition of associated energy potential. As the NOM does not require any shape functions as ’traditional methods’ such as FEM, IGA or meshfree methods, its implementation is significantly simplified. It has been successfully applied to the solution of several partial differential equations (PDEs). This paper aims to provide a comprehensive description of the NOM together with a review of its major applications for the solution of PDEs for challenging engineering problems. Finally, we give some potential future research direction in the area of methods based on nonlocal operators.This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium provided the original work is properly cited.
求解偏微分方程的非局部算子法:最新进展和未来展望
非局部算子方法基于非局部理论,采用积分形式的非局部算子代替局部偏微分算子。NOM自然地连接了不同长度尺度的模型,并且在材料失效的情况下,也可以自然地解决连续到不连续的问题。它还为复杂的多场问题提供了一个自然的框架。它基于变分原理或加权残差法,只需要定义相关能势。由于NOM不需要任何“传统方法”(如FEM、IGA或无网格方法)的形状函数,因此其实现大大简化。该方法已成功地应用于若干偏微分方程的求解。本文的目的是提供一个全面的描述,并在具有挑战性的工程问题的pde解决方案的主要应用综述NOM。最后,对基于非局部算子的方法进行了展望。这是一篇在知识共享署名许可(http://creativecommons.org/licenses/by/4.0/)条款下发布的开放获取文章,该许可允许在任何媒介上不受限制地使用、分发和复制,只要原始作品被适当引用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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