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Lightweight lattice Boltzmann

Adriano Tiribocchi, Andrea Montessori, Giorgio Amati, Massimo Bernaschi, Fabio Bonaccorso, Sergio Orlandini, Sauro Succi, Marco Lauricella

2023The Journal of Chemical Physics13 citationsDOIOpen Access PDF

Abstract

A regularized version of the lattice Boltzmann method for efficient simulation of soft materials is introduced. Unlike standard approaches, this method reconstructs the distribution functions from available hydrodynamic variables (density, momentum, and pressure tensor) without storing the full set of discrete populations. This scheme shows significantly lower memory requirements and data access costs. A series of benchmark tests of relevance to soft matter, such as collisions of fluid droplets, is discussed to validate the method. The results can be of particular interest for high-performance simulations of soft matter systems on future exascale computers.

Topics & Concepts

Lattice Boltzmann methodsStatistical physicsComputer scienceSoft matterBenchmark (surveying)Lattice (music)Scheme (mathematics)Tensor (intrinsic definition)Computational sciencePhysicsMathematicsMechanicsMathematical analysisGeologyPure mathematicsEngineeringChemical engineeringAcousticsColloidGeodesyLattice Boltzmann Simulation StudiesAerosol Filtration and Electrostatic PrecipitationFluid Dynamics and Vibration Analysis
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