Isogeometric collocation method to simulate phase-field crystal model

离散化 雅可比矩阵与行列式 黑森矩阵 数学 搭配(遥感) 等几何分析 应用数学 领域(数学) 领域(数学分析) 数学分析 有限元法 计算机科学 物理 机器学习 纯数学 热力学
作者
Reza Masoumzadeh,Mostafa Abbaszadeh,Mehdi Dehghan
出处
期刊:International Journal of Numerical Methods for Heat & Fluid Flow [Emerald (MCB UP)]
卷期号:34 (9): 3493-3514
标识
DOI:10.1108/hff-01-2024-0020
摘要

Purpose The purpose of this study is to develop a new numerical algorithm to simulate the phase-field model. Design/methodology/approach First, the derivative of the temporal direction is discretized by a second-order linearized finite difference scheme where it conserves the energy stability of the mathematical model. Then, the isogeometric collocation (IGC) method is used to approximate the derivative of spacial direction. The IGC procedure can be applied on irregular physical domains. The IGC method is constructed based upon the nonuniform rational B-splines (NURBS). Each curve and surface can be approximated by the NURBS. Also, a map will be defined to project the physical domain to a simple computational domain. In this procedure, the partial derivatives will be transformed to the new domain by the Jacobian and Hessian matrices. According to the mentioned procedure, the first- and second-order differential matrices are built. Furthermore, the pseudo-spectral algorithm is used to derive the first- and second-order nodal differential matrices. In the end, the Greville Abscissae points are used to the collocation method. Findings In the numerical experiments, the efficiency and accuracy of the proposed method are assessed through two examples, demonstrating its performance on both rectangular and nonrectangular domains. Originality/value This research work introduces the IGC method as a simulation technique for the phase-field crystal model.

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