{"title":"A novel class of Hessian recovery-based numerical methods for solving biharmonic equations and their applications in phase field modeling","authors":"Minqiang Xu , Lei Zhang , Boying Wu , Kai Liu","doi":"10.1016/j.finel.2025.104405","DOIUrl":null,"url":null,"abstract":"<div><div>In this paper, we introduce unified Hessian recovery-based <span><math><msup><mrow><mi>C</mi></mrow><mrow><mn>0</mn></mrow></msup></math></span> finite element methods (HRB–FEM) and finite volume methods (HRB–FVM) for 2D biharmonic equations. Within the framework of Petrov–Galerkin methods, we propose a novel <span><math><mrow><msup><mrow><mi>H</mi></mrow><mrow><mn>3</mn></mrow></msup><mo>−</mo><msup><mrow><mi>H</mi></mrow><mrow><mn>1</mn></mrow></msup></mrow></math></span> formulation. Initially, we employ the Hessian recovery operator to discretize the Laplacian operator, subsequently integrating it into both the standard <span><math><msup><mrow><mi>C</mi></mrow><mrow><mn>0</mn></mrow></msup></math></span> Lagrange finite element framework and finite volume framework. Through tailored treatments of Neumann-type boundary conditions aimed at reducing computational overhead, we extend our Hessian recovery-based FEM to address phase field equations. Numerical experiments confirm optimal order of convergence under <span><math><msup><mrow><mi>L</mi></mrow><mrow><mn>2</mn></mrow></msup></math></span> and <span><math><msup><mrow><mi>H</mi></mrow><mrow><mn>1</mn></mrow></msup></math></span> norms, demonstrating rates of <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>h</mi></mrow><mrow><mi>k</mi><mo>+</mo><mn>1</mn></mrow></msup><mo>)</mo></mrow></mrow></math></span> and <span><math><mrow><mi>O</mi><mrow><mo>(</mo><msup><mrow><mi>h</mi></mrow><mrow><mi>k</mi></mrow></msup><mo>)</mo></mrow></mrow></math></span> respectively for both proposed methods. Furthermore, a series of benchmark tests highlight the robustness of our approach and its ability to faithfully capture the physical characteristics during prolonged simulations of phase field equations.</div></div>","PeriodicalId":56133,"journal":{"name":"Finite Elements in Analysis and Design","volume":"251 ","pages":"Article 104405"},"PeriodicalIF":3.5000,"publicationDate":"2025-07-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Finite Elements in Analysis and Design","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168874X25000940","RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MATHEMATICS, APPLIED","Score":null,"Total":0}
引用次数: 0
Abstract
In this paper, we introduce unified Hessian recovery-based finite element methods (HRB–FEM) and finite volume methods (HRB–FVM) for 2D biharmonic equations. Within the framework of Petrov–Galerkin methods, we propose a novel formulation. Initially, we employ the Hessian recovery operator to discretize the Laplacian operator, subsequently integrating it into both the standard Lagrange finite element framework and finite volume framework. Through tailored treatments of Neumann-type boundary conditions aimed at reducing computational overhead, we extend our Hessian recovery-based FEM to address phase field equations. Numerical experiments confirm optimal order of convergence under and norms, demonstrating rates of and respectively for both proposed methods. Furthermore, a series of benchmark tests highlight the robustness of our approach and its ability to faithfully capture the physical characteristics during prolonged simulations of phase field equations.
期刊介绍:
The aim of this journal is to provide ideas and information involving the use of the finite element method and its variants, both in scientific inquiry and in professional practice. The scope is intentionally broad, encompassing use of the finite element method in engineering as well as the pure and applied sciences. The emphasis of the journal will be the development and use of numerical procedures to solve practical problems, although contributions relating to the mathematical and theoretical foundations and computer implementation of numerical methods are likewise welcomed. Review articles presenting unbiased and comprehensive reviews of state-of-the-art topics will also be accommodated.