REALISTIC PATTERN FORMATIONS ON SURFACES BY ADDING ARBITRARY ROUGHNESS

Siqing Li, Leevan Ling, Steven J. Ruuth, Xuemeng Wang

Research output: Contribution to journalJournal articlepeer-review

Abstract

We are interested in generating surfaces with arbitrary roughness and forming patterns on the surfaces. Two methods are applied to construct rough surfaces. In the first method, some superposition of wave functions with random frequencies and angles of propagation are used to get periodic rough surfaces with analytic parametric equations. The amplitude of such surfaces is also an important variable in the provided eigenvalue analysis for the Laplace-Beltrami operator and in the generation of pattern formation. Numerical experiments show that the patterns become irregular as the amplitude and frequency of the rough surface increase. For the sake of easy generalization to closed manifolds, we propose a second construction method for rough surfaces, which uses random nodal values and discretized heat filters. We provide numerical evidence that both surface construction methods yield comparable patterns to those observed in real-life animals.

Original languageEnglish
Pages (from-to)1163-1185
Number of pages23
JournalSIAM Journal on Applied Mathematics
Volume84
Issue number3
DOIs
Publication statusPublished - Jun 2024

Scopus Subject Areas

  • Applied Mathematics

User-Defined Keywords

  • Laplace-Beltrami operator
  • random surfaces
  • reaction-diffusion system
  • Turing pattern

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