Literature DB >> 35498162

Propagation pattern for moment representation of the lattice Boltzmann method.

John Gounley1, Madhurima Vardhan2, Erik W Draeger3, Pedro Valero-Lara4, Shirley V Moore5, Amanda Randles2.   

Abstract

A propagation pattern for the moment representation of the regularized lattice Boltzmann method (LBM) in three dimensions is presented. Using effectively lossless compression, the simulation state is stored as a set of moments of the lattice Boltzmann distribution function, instead of the distribution function itself. An efficient cache-aware propagation pattern for this moment representation has the effect of substantially reducing both the storage and memory bandwidth required for LBM simulations. This paper extends recent work with the moment representation by expanding the performance analysis on central processing unit (CPU) architectures, considering how boundary conditions are implemented, and demonstrating the effectiveness of the moment representation on a graphics processing unit (GPU) architecture.

Entities:  

Keywords:  Fluid dynamics; High performance computing; Lattice Boltzmann methods

Year:  2021        PMID： 35498162      PMCID： PMC9053389          DOI： 10.1109/tpds.2021.3098456

Source DB:  PubMed          Journal:  IEEE Trans Parallel Distrib Syst        ISSN： 1045-9219            Impact factor:   3.757


  8 in total

1.  Multiple-relaxation-time lattice Boltzmann models in three dimensions.

Authors:  Dominique D'Humières; Irina Ginzburg; Manfred Krafczyk; Pierre Lallemand; Li-Shi Luo
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2002-03-15       Impact factor: 4.226

2.  Efficient kinetic method for fluid simulation beyond the Navier-Stokes equation.

Authors:  Raoyang Zhang; Xiaowen Shan; Hudong Chen
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2006-10-12

3.  Does the degree of coarctation of the aorta influence wall shear stress focal heterogeneity?

Authors:  John Gounley; Rafeed Chaudhury; Madhurima Vardhan; Michael Driscoll; Girish Pathangey; Kevin Winarta; Justin Ryan; David Frakes; Amanda Randles
Journal:  Conf Proc IEEE Eng Med Biol Soc       Date:  2016-08

4.  Straight velocity boundaries in the lattice Boltzmann method.

Authors:  Jonas Latt; Bastien Chopard; Orestis Malaspinas; Michel Deville; Andreas Michler
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2008-05-13

5.  Data structure and movement for lattice-based simulations.

Authors:  Aniruddha G Shet; Shahajhan H Sorathiya; Siddharth Krithivasan; Anand M Deshpande; Bharat Kaul; Sunil D Sherlekar; Santosh Ansumali
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2013-07-31

6.  Suitability of lattice Boltzmann inlet and outlet boundary conditions for simulating flow in image-derived vasculature.

Authors:  Bradley Feiger; Madhurima Vardhan; John Gounley; Matthew Mortensen; Priya Nair; Rafeed Chaudhury; David Frakes; Amanda Randles
Journal:  Int J Numer Method Biomed Eng       Date:  2019-04-01       Impact factor: 2.747

7.  Comprehensive comparison of collision models in the lattice Boltzmann framework: Theoretical investigations.

Authors:  Christophe Coreixas; Bastien Chopard; Jonas Latt
Journal:  Phys Rev E       Date:  2019-09       Impact factor: 2.529
  8 in total

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