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Computer Physics Communications
Article . 2025 . Peer-reviewed
License: CC BY
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https://doi.org/10.2139/ssrn.4...
Article . 2023 . Peer-reviewed
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https://dx.doi.org/10.48550/ar...
Article . 2023
License: arXiv Non-Exclusive Distribution
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Trime++: Multi-Threaded Triangular Meshing in Two Dimensions

Authors: Jiayin Lu; Chris H. Rycroft;

Trime++: Multi-Threaded Triangular Meshing in Two Dimensions

Abstract

We present TriMe++, a multi-threaded software library designed for generating two-dimensional meshes for intricate geometric shapes using the Delaunay triangulation. Multi-threaded parallel computing is implemented throughout the meshing procedure, making it suitable for fast generation of large-scale meshes. Three iterative meshing algorithms are implemented: the DistMesh algorithm, the centroidal Voronoi diagram meshing, and a hybrid of the two. We compare the performance of the three meshing methods in TriMe++, and show that the hybrid method retains the advantages of the other two. The software library achieves significant parallel speedup when generating large-scale meshes containing between $10^4$ to $10^7$ points. TriMe++ can handle complicated geometries and generates adaptive meshes of high quality.

Keywords

Computational Geometry (cs.CG), FOS: Computer and information sciences, Mathematical sciences, FOS: Physical sciences, Applied Computing, Delaunay triangulation, Applied Physics (physics.app-ph), Computational geometry, Mathematical Sciences, Geometry meshing, Centroidal Voronoi tessellation, Information and Computing Sciences, FOS: Mathematics, Mathematics - Numerical Analysis, Voronoi tessellation, Multi-threaded programming, Physics - Applied Physics, Numerical Analysis (math.NA), Voro plus plus, Computational Physics (physics.comp-ph), Nuclear & Particles Physics, DistMesh, Physical sciences, Computer Science - Distributed, Parallel, and Cluster Computing, Augmented Reality and Games, Physical Sciences, Information and computing sciences, Graphics, Computer Science - Computational Geometry, Distributed, Parallel, and Cluster Computing (cs.DC), Geometric adaptivity, Physics - Computational Physics

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green
hybrid