A novel meshless method for fully nonlinear advection-diffusion-reaction problems to model transfer in anisotropic media

被引:98
|
作者
Lin, Ji [1 ]
Reutskiy, S. Y. [1 ,2 ]
Lu, Jun [3 ,4 ]
机构
[1] Hohai Univ, Coll Mech & Mat, Int Ctr Simulat Software Engn & Sci, Nanjing 211100, Jiangsu, Peoples R China
[2] Natl Acad Sci Ukraine, State Inst, Inst Tech Problems Magnetism, Ind Naya St 19, UA-61106 Kharkov, Ukraine
[3] Nanjing Hydraul Res Inst, Hujuguan 34 Rd, Nanjing 210024, Jiangsu, Peoples R China
[4] State Key Lab Hydrol Water Resources & Hydraul En, Nanjing 210098, Jiangsu, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Advection-diffusion-reaction equation; Anisotropic nonlinear media; Irregular domain; Meshless method; Radial basis functions; HEAT-CONDUCTION PROBLEMS; COLLOCATION METHOD; EQUATIONS; SIMULATION; SINGLE;
D O I
10.1016/j.amc.2018.07.045
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This article presents the new version of the backward substitution method (BSM) for simulating transfer in anisotropic and inhomogeneous media governed by linear and fully nonlinear advection-diffusion-reaction equations (ADREs). The key idea of the method is to formulate a general analytical expression of the solution in the form of the series over a basis system which satisfies the boundary conditions with any choice of the free parameters. The radial basis functions (RBFs) of the different types are used to generate the basis system for expressing the solution. Then the expression is substituted into the ADRE under consideration and the free parameters are determined by the collocation inside the solution domain. As a result we separate the approximation of the boundary conditions and the approximation of the PDE inside the solution domain. This approach leads to an important improvement of the accuracy of the approximate solution and can be easily extended onto irregular domain problems. Furthermore, the proposed method is extended to general fully nonlinear ADREs in combination with the quasilinearization technique. Some numerical results and comparisons are provided to justify the advantages of the proposed method. (C) 2018 Elsevier Inc. All rights reserved.
引用
收藏
页码:459 / 476
页数:18
相关论文
共 50 条
  • [1] A Novel Method for Solving Time-Dependent 2D Advection-Diffusion-Reaction Equations to Model Transfer in Nonlinear Anisotropic Media
    Lin, Ji
    Reutskiy, Sergiy
    Chen, C. S.
    Lu, Jun
    COMMUNICATIONS IN COMPUTATIONAL PHYSICS, 2019, 26 (01) : 233 - 264
  • [2] An accurate meshless formulation for the simulation of linear and fully nonlinear advection diffusion reaction problems
    Lin, Ji
    Reutskiy, S. Y.
    ADVANCES IN ENGINEERING SOFTWARE, 2018, 126 : 127 - 146
  • [3] Simulation of linear and nonlinear advection-diffusion-reaction problems by a novel localized scheme
    Lin, Ji
    Xu, Yi
    Zhang, Yuhui
    APPLIED MATHEMATICS LETTERS, 2020, 99
  • [4] Hierarchical Model Reduction for Advection-Diffusion-Reaction Problems
    Ern, A.
    Perotto, S.
    Veneziani, A.
    NUMERICAL MATHEMATICS AND ADVANCED APPLICATIONS, 2008, : 703 - +
  • [5] A fully adaptive explicit stabilized integrator for advection-diffusion-reaction problems
    Almuslimani, Ibrahim
    BIT NUMERICAL MATHEMATICS, 2023, 63 (01)
  • [6] A hybrid discontinuous Galerkin method for advection-diffusion-reaction problems
    Shin, Dong-Wook
    Jeon, Youngmok
    Park, Eun-Jae
    APPLIED NUMERICAL MATHEMATICS, 2015, 95 : 292 - 303
  • [7] Synchronization of the nonlinear advection-diffusion-reaction processes
    Sari, Murat
    Ali Tahir, Shko
    MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2021, 44 (15) : 11970 - 11984
  • [8] Meshless finite difference method with B-splines for numerical solution of coupled advection-diffusion-reaction problems
    Hidayat, Mas Irfan P.
    INTERNATIONAL JOURNAL OF THERMAL SCIENCES, 2021, 165
  • [9] Space-Time Adaption for Advection-Diffusion-Reaction Problems on Anisotropic Meshes
    Micheletti, S.
    Perotto, S.
    NUMERICAL MATHEMATICS AND ADVANCED APPLICATIONS, 2008, : 49 - 56
  • [10] A fully discrete H1-Galerkin method with quadrature for nonlinear advection-diffusion-reaction equations
    Ganesh, M.
    Mustapha, K.
    NUMERICAL ALGORITHMS, 2006, 43 (04) : 355 - 383