Cargando…

An efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length

In classical smoothed particle hydrodynamics (SPH) fluid simulation approaches, the smoothing length of Lagrangian particles is typically constant. One major disadvantage is the lack of adaptiveness, which may compromise accuracy in fluid regions such as splashes and surfaces. Attempts to address th...

Descripción completa

Detalles Bibliográficos
Autores principales: Li, Min, Li, Hongshu, Meng, Weiliang, Zhu, Jian, Zhang, Gary
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Nature Singapore 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9810768/
https://www.ncbi.nlm.nih.gov/pubmed/36595099
http://dx.doi.org/10.1186/s42492-022-00128-x
_version_ 1784863377316642816
author Li, Min
Li, Hongshu
Meng, Weiliang
Zhu, Jian
Zhang, Gary
author_facet Li, Min
Li, Hongshu
Meng, Weiliang
Zhu, Jian
Zhang, Gary
author_sort Li, Min
collection PubMed
description In classical smoothed particle hydrodynamics (SPH) fluid simulation approaches, the smoothing length of Lagrangian particles is typically constant. One major disadvantage is the lack of adaptiveness, which may compromise accuracy in fluid regions such as splashes and surfaces. Attempts to address this problem used variable smoothing lengths. Yet the existing methods are computationally complex and non-efficient, because the smoothing length is typically calculated using iterative optimization. Here, we propose an efficient non-iterative SPH fluid simulation method with variable smoothing length (VSLSPH). VSLSPH correlates the smoothing length to the density change, and adaptively adjusts the smoothing length of particles with high accuracy and low computational cost, enabling large time steps. Our experimental results demonstrate the advantages of the VSLSPH approach in terms of its simulation accuracy and efficiency.
format Online
Article
Text
id pubmed-9810768
institution National Center for Biotechnology Information
language English
publishDate 2023
publisher Springer Nature Singapore
record_format MEDLINE/PubMed
spelling pubmed-98107682023-01-05 An efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length Li, Min Li, Hongshu Meng, Weiliang Zhu, Jian Zhang, Gary Vis Comput Ind Biomed Art Original Article In classical smoothed particle hydrodynamics (SPH) fluid simulation approaches, the smoothing length of Lagrangian particles is typically constant. One major disadvantage is the lack of adaptiveness, which may compromise accuracy in fluid regions such as splashes and surfaces. Attempts to address this problem used variable smoothing lengths. Yet the existing methods are computationally complex and non-efficient, because the smoothing length is typically calculated using iterative optimization. Here, we propose an efficient non-iterative SPH fluid simulation method with variable smoothing length (VSLSPH). VSLSPH correlates the smoothing length to the density change, and adaptively adjusts the smoothing length of particles with high accuracy and low computational cost, enabling large time steps. Our experimental results demonstrate the advantages of the VSLSPH approach in terms of its simulation accuracy and efficiency. Springer Nature Singapore 2023-01-03 /pmc/articles/PMC9810768/ /pubmed/36595099 http://dx.doi.org/10.1186/s42492-022-00128-x Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Original Article
Li, Min
Li, Hongshu
Meng, Weiliang
Zhu, Jian
Zhang, Gary
An efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length
title An efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length
title_full An efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length
title_fullStr An efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length
title_full_unstemmed An efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length
title_short An efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length
title_sort efficient non-iterative smoothed particle hydrodynamics fluid simulation method with variable smoothing length
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9810768/
https://www.ncbi.nlm.nih.gov/pubmed/36595099
http://dx.doi.org/10.1186/s42492-022-00128-x
work_keys_str_mv AT limin anefficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT lihongshu anefficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT mengweiliang anefficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT zhujian anefficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT zhanggary anefficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT limin efficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT lihongshu efficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT mengweiliang efficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT zhujian efficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength
AT zhanggary efficientnoniterativesmoothedparticlehydrodynamicsfluidsimulationmethodwithvariablesmoothinglength