2018 |
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Guillaume Tauzin; Luca Biferale; Mauro Sbragaglia; Abhineet Gupta; Federico Toschi; Andreas Bartel; Matthias Ehrhardt A numerical tool for the study of the hydrodynamic recovery of the Lattice Boltzmann Method Journal Article Computers & Fluids, 172 , pp. 241–250, 2018, ISSN: 0045-7930. Abstract | Links | BibTeX | Tags: Hydrodynamics, Lattice Boltzmann Method, Turbulence modeling @article{181b79e7a9204995b79fc0c169fde21f, title = {A numerical tool for the study of the hydrodynamic recovery of the Lattice Boltzmann Method}, author = {Guillaume Tauzin and Luca Biferale and Mauro Sbragaglia and Abhineet Gupta and Federico Toschi and Andreas Bartel and Matthias Ehrhardt}, doi = {10.1016/j.compfluid.2018.05.031}, issn = {0045-7930}, year = {2018}, date = {2018-01-01}, journal = {Computers & Fluids}, volume = {172}, pages = {241--250}, publisher = {Elsevier}, abstract = {We investigate the hydrodynamic recovery of Lattice Boltzmann Method (LBM) by analyzing exact balance relations for energy and enstrophy derived from averaging the equations of motion on sub-volumes of different sizes. In the context of 2D isotropic homogeneous turbulence, we first validate this approach on decaying turbulence by comparing the hydrodynamic recovery of an ensemble of LBM simulations against the one of an ensemble of Pseudo-Spectral (PS) simulations. We then conduct a benchmark of LBM simulations of forced turbulence with increasing Reynolds number by varying the input relaxation times of LBM. This approach can be extended to the study of implicit subgrid-scale (SGS) models, thus offering a promising route to quantify the implicit SGS models implied by existing stabilization techniques within the LBM framework.}, keywords = {Hydrodynamics, Lattice Boltzmann Method, Turbulence modeling}, pubstate = {published}, tppubtype = {article} } We investigate the hydrodynamic recovery of Lattice Boltzmann Method (LBM) by analyzing exact balance relations for energy and enstrophy derived from averaging the equations of motion on sub-volumes of different sizes. In the context of 2D isotropic homogeneous turbulence, we first validate this approach on decaying turbulence by comparing the hydrodynamic recovery of an ensemble of LBM simulations against the one of an ensemble of Pseudo-Spectral (PS) simulations. We then conduct a benchmark of LBM simulations of forced turbulence with increasing Reynolds number by varying the input relaxation times of LBM. This approach can be extended to the study of implicit subgrid-scale (SGS) models, thus offering a promising route to quantify the implicit SGS models implied by existing stabilization techniques within the LBM framework. | |
G Di Staso; S Srivastava; E Arlemark; H J H Clercx; F Toschi Hybrid lattice Boltzmann-direct simulation Monte Carlo approach for flows in three-dimensional geometries Journal Article Computers & Fluids, 172 , pp. 492–509, 2018, ISSN: 0045-7930. Abstract | Links | BibTeX | Tags: Direct simulation Monte Carlo, Hybrid method, Kinetic theory, Lattice Boltzmann Method, Rarefied gas flows @article{c9750f5f458f48c999fa8f07e9f76c72, title = {Hybrid lattice Boltzmann-direct simulation Monte Carlo approach for flows in three-dimensional geometries}, author = {G {Di Staso} and S Srivastava and E Arlemark and {H J H } Clercx and F Toschi}, doi = {10.1016/j.compfluid.2018.03.043}, issn = {0045-7930}, year = {2018}, date = {2018-01-01}, journal = {Computers & Fluids}, volume = {172}, pages = {492--509}, publisher = {Elsevier}, abstract = {We present the results of a comparative study performed with three numerical methods applied to a flow in a three-dimensional geometry characterized by weak compressibility and large rarefaction effects. The employed methods, all based on the kinetic theory of gases, are the Lattice Boltzmann Method (LBM) in a regularized formulation, the Direct Simulation Monte Carlo (DSMC) approach and a hybrid method coupling the LBM and the DSMC recently developed by Di Staso et al., in this contribution extended to the case of simulations involving many particles and three-dimensional geometries. Owing to the common kinetic nature shared by the employed methods and to their implementation in a single code infrastructure, a detailed comparison of the results can be performed on a quantitative ground. The numerical results permit to determine, for the studied flow problem, the range of applicability in terms of a geometry-based Knudsen number for the present LBM formulation. The need to employ the hybrid method is justified by the very large computational cost of the DSMC simulation. Limitations of the current hybrid method formulation in treating thermal and large compressibility effects are underlined and possible strategies to overcome them are delineated. Finally, good scalability properties of the parallel algorithms, as well as the large computational cost reduction guaranteed by the hybrid method, while providing an accurate solution, are demonstrated.}, keywords = {Direct simulation Monte Carlo, Hybrid method, Kinetic theory, Lattice Boltzmann Method, Rarefied gas flows}, pubstate = {published}, tppubtype = {article} } We present the results of a comparative study performed with three numerical methods applied to a flow in a three-dimensional geometry characterized by weak compressibility and large rarefaction effects. The employed methods, all based on the kinetic theory of gases, are the Lattice Boltzmann Method (LBM) in a regularized formulation, the Direct Simulation Monte Carlo (DSMC) approach and a hybrid method coupling the LBM and the DSMC recently developed by Di Staso et al., in this contribution extended to the case of simulations involving many particles and three-dimensional geometries. Owing to the common kinetic nature shared by the employed methods and to their implementation in a single code infrastructure, a detailed comparison of the results can be performed on a quantitative ground. The numerical results permit to determine, for the studied flow problem, the range of applicability in terms of a geometry-based Knudsen number for the present LBM formulation. The need to employ the hybrid method is justified by the very large computational cost of the DSMC simulation. Limitations of the current hybrid method formulation in treating thermal and large compressibility effects are underlined and possible strategies to overcome them are delineated. Finally, good scalability properties of the parallel algorithms, as well as the large computational cost reduction guaranteed by the hybrid method, while providing an accurate solution, are demonstrated. |
publications
2018 |
|
A numerical tool for the study of the hydrodynamic recovery of the Lattice Boltzmann Method Journal Article Computers & Fluids, 172 , pp. 241–250, 2018, ISSN: 0045-7930. | |
Hybrid lattice Boltzmann-direct simulation Monte Carlo approach for flows in three-dimensional geometries Journal Article Computers & Fluids, 172 , pp. 492–509, 2018, ISSN: 0045-7930. |