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Surface reconstruction method for particle-based fluids using discrete indicator functions.

Authors :
Incahuanaco, Filomen
Paiva, Afonso
Source :
Computers & Graphics. Aug2023, Vol. 114, p26-35. 10p.
Publication Year :
2023

Abstract

Particle-based methods are practical for computing level-sets that represent liquid interfaces. However, these methods are computationally expensive to reconstruct the liquid surface when the number of particles increases considerably due to the massive amount of particle approximations. This paper introduces two simple and efficient surface reconstruction methods for particle-based fluids based on discrete indicator functions (DIFs). The first approach provides fast level-set approximation using a DIF defined by counting particles inside grid cells. The second approach generates a high-quality liquid surface using a DIF obtained by the particle distribution inside grid cells. Our DIF-based methods are fast, easy to code, and can be adapted straightforwardly in particle-based fluid solvers, even implemented in GPU. Moreover, we show the effectiveness of our approaches through experiments against prior surface reconstruction methods. [Display omitted] • A novel surface reconstruction method for meshfree liquid simulations based on Discrete Indicator Functions (DIFs). • We propose two novel DIFs that use only the particles inside the grid cells. • A scheme to recover small-scale details in surface reconstruction using union Boolean operation on DIFs. • Our framework speeds up considerably the surface reconstruction compared with prior methods. • Our methods are simple and easy to code, even in GPU. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00978493
Volume :
114
Database :
Academic Search Index
Journal :
Computers & Graphics
Publication Type :
Academic Journal
Accession number :
171311641
Full Text :
https://doi.org/10.1016/j.cag.2023.05.015