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Solving the 3D Laplace equation by meshless collocation via harmonic kernels

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Abstract

This paper solves the Laplace equation Δu = 0 on domains Ω ⊂ ℝ3 by meshless collocation on scattered points of the boundary \(\partial\Omega\). Due to the use of new positive definite kernels K(x, y) which are harmonic in both arguments and have no singularities for x = y, one can directly interpolate on the boundary, and there is no artificial boundary needed as in the Method of Fundamental Solutions. In contrast to many other techniques, e.g. the Boundary Point Method or the Method of Fundamental Solutions, we provide a solid and comprehensive mathematical foundation which includes error bounds and works for general star-shaped domains. The convergence rates depend only on the smoothness of the domain and the boundary data. Some numerical examples are included.

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References

  1. Abramowitz, M., Stegun, I.: Handbook of Mathematical Functions with Formulas, Graphs, and Mathematical Table. Dover, New York (1970)

    Google Scholar 

  2. Chen, C., Karageorghis, A., Smyrlis, Y.: The Method of Fundamental Solutions—A Meshless Method. Dynamic Publishers (2008)

  3. Chen, W.: Boundary knot method for Laplace and biharmonic problems. In: Proc. of the 14th Nordic Seminar on Computational Mechanics, pp. 117–120, Lund, Sweden (2001)

    Google Scholar 

  4. De Marchi, S., Schaback, R., Wendland, H.: Near-optimal data-independent point locations for radial basis function interpolation. Adv. Comput. Math. 23, 317–330 (2005)

    Article  MathSciNet  MATH  Google Scholar 

  5. Hon, Y.C., Wu, Z.: A numerical computation for inverse boundary determination problems. Eng. Anal. Bound. Elem. 24, 599–606 (2000)

    Article  MATH  Google Scholar 

  6. Koepf, W.: Hypergeometric Summation. An Algorithmic Approach to Summation and Special Function Identities. Advanced Lectures in Mathematics, Vieweg (1998)

  7. Li, J.: Application of radial basis meshless methods to direct and inverse biharmonic boundary value problems. Commun. Numer. Methods Eng. 21, 169–182 (2005)

    Article  Google Scholar 

  8. Ling, L., Schaback, R.: On adaptive unsymmetric meshless collocation. In: Atluri, S., Tadeu, A. (eds.) Proceedings of the 2004 International Conference on Computational & Experimental Engineering and Sciences, Advances in Computational & Experimental Engineering & Sciences. Tech Science Press, paper # 270 (2004)

  9. Narcowich, F., Sun, X., Ward, J., Wendland, H.: Direct and inverse Sobolev error estimates for scattered data interpolation via spherical basis functions. Found. Comput. Math. 7, 369–390 (2007)

    Article  MathSciNet  MATH  Google Scholar 

  10. Narcowich, F.J., Ward, J.D.: Scattered data interpolation on spheres: error estimates and locally supported basis functions. SIAM J. Math. Anal. 33, 1393–1410 (2002) (electronic)

    Article  MathSciNet  MATH  Google Scholar 

  11. Schaback, R.: Solving the Laplace equation by meshless collocation using harmonic kernels. Adv. Comput. Math., 31, 457–470 (2009). doi:10.1007/s10444-008-9078-3

    Article  MathSciNet  MATH  Google Scholar 

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Correspondence to Y. C. Hon.

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Communicated by Joe Ward.

The work described in this paper was partially supported by a grant from the Research Grants Council of the Hong Kong Special Administrative Region, China (Project No. CityU 101209).

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Hon, Y.C., Schaback, R. Solving the 3D Laplace equation by meshless collocation via harmonic kernels. Adv Comput Math 38, 1–19 (2013). https://doi.org/10.1007/s10444-011-9224-1

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  • DOI: https://doi.org/10.1007/s10444-011-9224-1

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