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The Trefftz methods for 3D biharmonic equation using directors and in-plane biharmonic functions

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Abstract

Because the complete set of Trefftz functions for the 3D biharmonic equation is not yet well established, a multiple-direction Trefftz method (MDTM) and an in-plane biharmonic functions method (IPBFM) are deduced in the paper. Inspired by the Trefftz method for the 2D biharmonic equation, a novel MDTM incorporates planar directors into the 2D like Trefftz functions to solve the 3D biharmonic equation. These functions being a series of biharmonic polynomials of different degree, automatically satisfying the 3D biharmonic equation, are taken as the bases to expand the solution. Then, we derive a quite large class solution of the 3D biharmonic equation in terms of 3D harmonic functions, and 2D biharmonic functions in three sub-planes. The 2D biharmonic functions are formulated as the Trefftz functions in terms of the polar coordinates for each sub-plane. Introducing a projective variable, we can obtain the projective type general solution for the 3D Laplace equation, which is used to generate the 3D Trefftz type harmonic functions. Several numerical examples confirm the efficiency and accuracy of the proposed MDTM and IPBFM.

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References

  1. Lesnic D, Elliott L, Ingham DB (1998) The boundary element solution of the Laplace and biharmonic equations subjected to noisy boundary data. Int J Numer Meth Eng 43:479–492

    Article  Google Scholar 

  2. Jin B (2004) A meshless method for the Laplace and biharmonic equations subjected to noisy boundary data. Comput Model Eng Sci 6:253–261

    MathSciNet  Google Scholar 

  3. Karageorghis K, Fairweather G (1987) The method of fundamental solutions for the numerical solution of the biharmonic equation. J Comput Phys 69:434–459

    Article  MathSciNet  Google Scholar 

  4. Bialecki B (2003) A fast solver for the orthogonal spline collocation solution of the biharmonic Dirichlet problem on rectangles. J Comput Phys 191:601–621

    Article  MathSciNet  Google Scholar 

  5. Smyrlis YS, Karageorghis A (2003) Some aspects of the method of fundamental solutions for certain biharmonic problems. Comput Model Eng Sci 4:535–550

    MathSciNet  Google Scholar 

  6. Tsangaris T, Smyrlis YS, Karageorghis A (2004) A matrix decomposition MFS algorithm for biharmonic problems in annular domains. Comput Mater Contin 1:245–258

    Google Scholar 

  7. Reutskiy SY (2005) The method of fundamental solutions for eigenproblems with Laplace and biharmonic operators. Comput Mater Contin 2:177–188

    Google Scholar 

  8. Melnikov YA, Melnikov MY (2001) Modified potentials as a tool for computing Green’s functions in continuum mechanics. Comput Model Eng Sci 2:291–306

    Google Scholar 

  9. Christodoulou E, Elliotis M, Georgiou G, Xenophontos C (2012) Analysis of the singular function boundary integral method for a biharmonic problem with one boundary singularity. Numer Meth Partial Diff Eqs 28:749–767

    Article  MathSciNet  Google Scholar 

  10. Diaz M, Herrera I (2005) TH-collocation for the biharmonic equation. Adv Eng Softw 36:243–251

    Article  Google Scholar 

  11. Liu CS (2008) A highly accurate MCTM for direct and inverse problems of biharmonic equation in arbitrary plane domains. Comput Model Eng Sci 30:65–75

    Google Scholar 

  12. Dong Z, Ern A (2022) Hybrid high-order and weak Galerkin methods for the biharmonic problem. SIAM J Numer Anal 60:2626–2656

    Article  MathSciNet  Google Scholar 

  13. Dong Z, Mascotto L (2023) hp-Optimal interior penalty discontinuous Galerkin methods for the biharmonic problem. J Sci Comput 96:30

    Article  MathSciNet  Google Scholar 

  14. Altas I, Erhel J, Gupta MM (2002) High accuracy solution of three-dimensional biharmonic equations. Numer Algor 29:1–19

    Article  MathSciNet  Google Scholar 

  15. Gumerov NA, Duraiswami R (2006) Fast multipole method for the biharmonic equation in three dimensions. J Comput Phys 215:363–383

    Article  MathSciNet  Google Scholar 

  16. Ghasemi M (2017) Spline-based DQM for multi-dimensional PDEs: application to biharmonic and Poisson equations in 2D and 3D. Comput Math Appl 73:1576–1592

    Article  MathSciNet  Google Scholar 

  17. Shi Z, Cao Y, Chen Q (2012) Solving 2D and 3D Poisson equations and biharmonic equations by the Haar wavelet method. Appl Math Model 36:5143–5162

    Article  MathSciNet  Google Scholar 

  18. Atangana A, Kiliçman A (2013) Analytical solutions of boundary values problem of 2D and 3D Poisson and biharmonic equations by homotopy decomposition method. Abs Appl Anal 2013:380484

    MathSciNet  Google Scholar 

  19. Jiang S, Ren B, Tsuji P, Ying L (2011) Second kind integral equations for the first kind Dirichlet problem of the biharmonic equation in three dimensions. J Comput Phys 230:7488–7501

    Article  MathSciNet  Google Scholar 

  20. Liu CS (2013) A multiple-scale Trefftz method for an incomplete Cauchy problem of biharmonic equation. Eng Anal Bound Elem 37:1445–1456

    Article  MathSciNet  Google Scholar 

  21. Liu CS (2016) A multiple/scale/direction polynomial Trefftz method for solving the BHCP in high-dimensional arbitrary simply-connected domains. Int J Heat Mass Transfer 92:970–978

    Article  Google Scholar 

  22. Liu CS, Kuo CL (2016) A multiple-direction Trefftz method for solving the multi-dimensional wave equation in an arbitrary spatial domain. J Comput Phys 321:39–54

    Article  MathSciNet  Google Scholar 

  23. Liu CS (2016) A simple Trefftz method for solving the Cauchy problems of three-dimensional Helmholtz equation. Eng Anal Bound Elem 63:105–113

    Article  MathSciNet  Google Scholar 

  24. Liu CS, Qu W, Chen W, Lin J (2017) A novel Trefftz method of the inverse Cauchy problem for 3D modified Helmholtz equation. Inv Prob Sci Eng 25:1278–1298

    Article  MathSciNet  Google Scholar 

  25. Liu CS, Qu W, Chen W, Lin J (2018) Fast solving the Cauchy problems of Poisson equation in an arbitrary three-dimensional domain. Comput Model Eng Sci 114:351–380

    Google Scholar 

  26. Lin J, Liu CS, Chen W, Sun L (2018) A novel Trefftz method for solving the multi-dimensional direct and Cauchy problems of Laplace equation in an arbitrary domain. J Comput Sci 25:16–27

    Article  MathSciNet  Google Scholar 

  27. Mu L, Wang J, Wang Y, Ye X (2013) A weak Galerkin mixed finite element method for biharmonic equations. In: Iliev O, Margenov S, Minev P, Vassilevski P, Zikatanov L (eds) Numerical solution of partial differential equations: theory, algorithms, and their applications Springer Proceedings in Mathematics & Statistics, vol 45. Springer, New York

    Google Scholar 

  28. Zhang R, Zhai Q (2015) A weak Galerkin finite element scheme for the biharmonic equations by using polynomials of reduced order. J Sci Comput 64:559–585

    Article  MathSciNet  Google Scholar 

  29. Gudi T, Nataraj N, Pani AK (2008) Mixed discontinuous Galerkin finite element method for the biharmonic equation. J Sci Comput 37:139–161

    Article  MathSciNet  Google Scholar 

  30. Li F, Shu CW (2006) A local-structure-preserving local discontinuous Galerkin method for the Laplace equation. Meth Appl Anal 13:215–234

    Article  MathSciNet  Google Scholar 

  31. Hiptmair R, Moiola A, Perugia I, Schwab C (2014) Approximation by harmonic polynomials in star-shaped domains and exponential convergence of Trefftz hp-dGFEM. ESAIM: M2AN 48:727-752

  32. Chernov A, Mascotto L (2019) The harmonic virtual element method: stabilization and exponential convergence for the Laplace problem on polygonal domains. IMA J Numer Anal 39:1787–1817

    Article  MathSciNet  Google Scholar 

  33. Mascotto L, Perugia I, Pichler A (2018) Non-conforming harmonic virtual element method: h- and p-versions. J Sci Comput 77:1874–1908

    Article  MathSciNet  Google Scholar 

  34. Mascotto L, Perugia I, Pichler A (2019) A nonconforming Trefftz virtual element method for the Helmholtz problem: Numerical aspects. Comput Meth Appl Mech Eng 347:445–476

    Article  MathSciNet  Google Scholar 

  35. Imbert-Gèrard LM (2021) Amplitude-based generalized plane waves: new quasi-Trefftz functions for scalar equations in two dimensions. SIAM J Numer Anal 59:1663–1686

    Article  MathSciNet  Google Scholar 

  36. Imbert-Gèrard LM, Desprès B (2014) A generalized plane-wave numerical method for smooth nonconstant coefficients. IMA J Numer Anal 34:1072–1103

    Article  MathSciNet  Google Scholar 

  37. Hiptmair R, Moiola A, Perugia I (2011) Plane wave discontinuous Galerkin methods for the 2D Helmholtz equation: analysis of the p-version. SIAM J Numer Anal 49:264–284

    Article  MathSciNet  Google Scholar 

  38. Hiptmair R, Moiola A, Perugia I (2016) A survey of Trefftz methods for the Helmholtz equation. In Building Bridges: Connections and Challenges in Modern Approaches to Numerical Partial Differential Equations. Lecture Notes in Computational Science and Engineering, 114, 237 - 279, Springer Science and Business Media LLC

  39. Fung YC, Tong P (2001) Classical and computational solid mechanics. World Scientific, Singapore

    Book  Google Scholar 

  40. Galerkin BG (1930) Computes rendus hebdomadaires des s\(\acute{\text{ e }}\)ances de l’acad\(\acute{\text{ e }}\)mie des sciences. Paris 190:1930

    Google Scholar 

  41. Little RW (1973) Elasticity. Prentice-Hall, New Jersey, p 1973

    Google Scholar 

  42. Bilotta A, Turco E (2009) A numerical study on the solution of the Cauchy problem in elasticity. Int J Solids Struct 46:4451–4477

    Article  Google Scholar 

  43. Durand B, Delvare F, Bailly P (2011) Numerical solution of Cauchy problems in linear elasticity in axisymmetric situations. Int J Solids Struct 48:3041–3053

    Article  Google Scholar 

  44. Marin L, Johansson BT (2011) A relaxation method of an alternating iterative algorithm for the Cauchy problem in linear isotropic elasticity. Comput Meth Appl Mech Eng 199:3179–3196

    Article  MathSciNet  Google Scholar 

  45. Marin L, Johansson BT (2011) Relaxation procedures for an iterative MFS algorithm for the stable reconstruction of elastic fields from Cauchy data in two-dimensional isotropic linear elasticity. Int J Solids Struct 47:3462–3479

    Article  Google Scholar 

  46. Liu CS (2016) A fast multiple-scale polynomial solution for the inverse Cauchy problem of elasticity in an arbitrary plane domain. Comput Math Appl 72:1205–1224

    Article  MathSciNet  Google Scholar 

  47. Turco E (2017) Tools for the numerical solution of inverse problems in structural mechanics: review and research perspectives. Eur J Environ Civil Eng 21:509–554

    Article  Google Scholar 

  48. Liu CS (2012) An equilibrated method of fundamental solutions to choose the best source points for the Laplace equation. Eng Anal Bound Elem 36:1235–1245

    Article  MathSciNet  Google Scholar 

  49. Liu CS, Atluri SN (2013) Numerical solution of the Laplacian Cauchy problem by using a better postconditioning collocation Trefftz method. Eng Anal Bound Elem 37:74–83

    Article  MathSciNet  Google Scholar 

  50. Antunes PRS (2018) A numerical algorithm to reduce ill-conditioning in meshless methods for the Helmholtz equation. Numer Algor 79:879–897

    Article  MathSciNet  Google Scholar 

  51. Ku CY, Kuo CL, Fan CM, Liu CS, Guan PC (2015) Numerical solution of three-dimensional Laplacian problems using the multiple scale Trefftz method. Eng Anal Bound Elem 50:157–168

    Article  MathSciNet  Google Scholar 

Download references

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Correspondence to Chung-Lun Kuo.

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Liu, CS., Kuo, CL. The Trefftz methods for 3D biharmonic equation using directors and in-plane biharmonic functions. Engineering with Computers (2024). https://doi.org/10.1007/s00366-024-01977-1

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