A Simple Embedding Method for the Laplace-Beltrami Eigenvalue Problem on Implicit Surfaces

Young Kyu Lee, Shingyu Leung

Communications on Applied Mathematics and Computation ›› 2023, Vol. 6 ›› Issue (2) : 1189-1216. DOI: 10.1007/s42967-023-00303-8
Original Paper

A Simple Embedding Method for the Laplace-Beltrami Eigenvalue Problem on Implicit Surfaces

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Abstract

We propose a simple embedding method for computing the eigenvalues and eigenfunctions of the Laplace-Beltrami operator on implicit surfaces. The approach follows an embedding approach for solving the surface eikonal equation. We replace the differential operator on the interface with a typical Cartesian differential operator in the surface neighborhood. Our proposed algorithm is easy to implement and efficient. We will give some two- and three-dimensional numerical examples to demonstrate the effectiveness of our proposed approach.

Keywords

Laplace-Beltrami operator / Level set method / Implicit representation / Eigenvalues / Numerical PDEs

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Young Kyu Lee, Shingyu Leung. A Simple Embedding Method for the Laplace-Beltrami Eigenvalue Problem on Implicit Surfaces. Communications on Applied Mathematics and Computation, 2023, 6(2): 1189‒1216 https://doi.org/10.1007/s42967-023-00303-8

References

[1.]
Bertalmio M, Cheng L-T, Osher S, Sapiro G. Variational problems and partial differential equations on implicit surfaces. J. Comput. Phys., 2001, 174: 759-780,
CrossRef Google scholar
[2.]
Bobenko AI, Schroder P. Desbrun M, Pottmann H. Discrete willmore flow. Eurographics Symposium on Geometry Processing, 2005 Switzerland Aire-la-Ville 101-110
[3.]
Brandman J. A level-set method for computing the eigenvalues of elliptic operators defined on compact hypersurfaces. J. Sci. Comput., 2008, 37: 282-315,
CrossRef Google scholar
[4.]
Escher J, Mayer UF, Simonett G. The surface diffusion flow for immersed hypersurfaces. SIAM J. Math. Anal., 1998, 29: 1419-1433,
CrossRef Google scholar
[5.]
Gao W, Lai R, Shi Y, Dinov I, Toga AW. A narrow-band approach for approximating the Laplace-Beltrami spectrum of 3D shapes. AIP Conf. Proc., 2010, 1281(1): 1010-1013,
CrossRef Google scholar
[6.]
Grebenkov DS, Nguyen B-T. Geometrical structure of Laplacian eigenfunctions. SIAM Rev., 2013, 55(4): 601-667,
CrossRef Google scholar
[7.]
He, Y., Huska, M., Kang, S.H., Liu, H.: Fast algorithms for surface reconstruction from point cloud. arXiv: 1907.01142 (2019)
[8.]
Hon S, Leung S, Zhao H-K. A cell based particle method for modeling dynamic interfaces. J. Comput. Phys., 2014, 272: 279-306,
CrossRef Google scholar
[9.]
Hou TY, Li Z, Osher SJ, Zhao H-K. A hybrid method for moving interface problems with applications to the Hele-Shaw flows. J. Comput. Phys., 1997, 134: 236-252,
CrossRef Google scholar
[10.]
Kao CY, Osher SJ, Tsai Y-H. Fast sweeping method for static Hamilton-Jacobi equations. SIAM J. Numer. Anal., 2005, 42: 2612-2632,
CrossRef Google scholar
[11.]
Lai R, Liang J, Zhao H-K. A local mesh method for solving PDEs on point clouds. Inverse Probl. Imaging, 2013, 7(3): 737-755,
CrossRef Google scholar
[12.]
Leung S, Lowengrub J, Zhao H-K. A grid based particle method for high order geometrical motions and local inextensible flows. J. Comput. Phys., 2011, 230: 2540-2561,
CrossRef Google scholar
[13.]
Leung S, Zhao H-K. A grid based particle method for moving interface problems. J. Comput. Phys., 2009, 228: 2993-3024,
CrossRef Google scholar
[14.]
Leung S, Zhao H-K. A grid based particle method for evolution of open curves and surfaces. J. Comput. Phys., 2009, 228: 7706-7728,
CrossRef Google scholar
[15.]
Liang J, Park F, Zhao H-K. Robust and efficient implicit surface reconstruction for point clouds based on convexified image segmentation. J. Sci. Comput., 2013, 54(2/3): 577-602,
CrossRef Google scholar
[16.]
Liu H, Yao Z, Leung S, Chan TF. A level set based variational principal flow method for nonparametric dimension reduction on Riemannian manifolds. SIAM J. Sci. Comput., 2017, 39(4): 1616-1646,
CrossRef Google scholar
[17.]
Macdonald CB, Brandman J, Ruuth S. Solving eigenvalue problems on curved surfaces using the closest point method. J. Comput. Phys., 2011, 230: 7944-7956,
CrossRef Google scholar
[18.]
Mayer UF. Numerical solutions for the surface diffusion flow in three space dimensions. Comput. Appl. Math., 2001, 20: 361-379
[19.]
Memoli F, Sapiro G. Fast computation of weighted distance functions and geodesics on implicit hyper-surfaces. J. Comput. Phys., 2001, 173: 730-764,
CrossRef Google scholar
[20.]
Osher SJ, Fedkiw RP. . Level Set Methods and Dynamic Implicit Surfaces, 2003 Springer,
CrossRef Google scholar
[21.]
Osher SJ, Sethian JA. Fronts propagating with curvature dependent speed: algorithms based on Hamilton-Jacobi formulations. J. Comput. Phys., 1988, 79: 12-49,
CrossRef Google scholar
[22.]
Ruuth SJ, Merriman B. A simple embedding method for solving partial differential equations on surfaces. J. Comput. Phys., 2008, 227: 1943-1961,
CrossRef Google scholar
[23.]
Saye RI. High-order methods for computing distances to implicitly defined surfaces. Comm. Appl. Math. Comput. Sci., 2014, 9(1): 107-141,
CrossRef Google scholar
[24.]
Tsai R, Cheng LT, Osher S, Zhao H-K. Fast sweeping method for a class of Hamilton-Jacobi equations. SIAM J. Numer. Anal., 2003, 41: 673-694,
CrossRef Google scholar
[25.]
Wang M, Leung S, Zhao H-K. Modified virtual grid difference (MVGD) for discretizing the Laplace-Beltrami operator on point clouds. SIAM J. Sci. Comput., 2018, 40(1): 1-21,
CrossRef Google scholar
[26.]
Watson GN. . A Treatise on the Theory of Bessel Functions, 1995 Cambridge, UK Cambridge University Press
[27.]
Wong T, Leung S. A fast sweeping method for eikonal equations on implicit surfaces. J. Sci. Comput., 2016, 67: 837-859,
CrossRef Google scholar
[28.]
Zhang YT, Zhao H-K, Qian J. High order fast sweeping methods for static Hamilton-Jacobi eqations. J. Comput. Phys., 2006, 29: 25-56
[29.]
Zhao H-K. Fast sweeping method for eikonal equations. Math. Comput., 2005, 74: 603-627,
CrossRef Google scholar
[30.]
Zhao H-K, Osher S, Fedkiw R. Fast surface reconstruction using the level set method. Proceedings IEEE Workshop on Variational and Level Set Methods in Computer Vision, 2001 IEEE 194-201
[31.]
Zhao H-K, Osher S, Merriman B, Kang M. Implicit and non-parametric shape reconstruction from unorganized points using variational level set method. Comput. Vis. Image Underst., 2000, 80: 295-319,
CrossRef Google scholar
Funding
University Grants Committee(16302223)

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