Decomposing the collision operator in the lattice Boltzmann method
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arXiv
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| Autori principali: | , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2024
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| _version_ | 1866917090604089344 |
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| author | Weinmiller, Julius Kellers, Benjamin Lautenschlaeger, Martin P. Danner, Timo Latz, Arnulf |
| author_facet | Weinmiller, Julius Kellers, Benjamin Lautenschlaeger, Martin P. Danner, Timo Latz, Arnulf |
| contents | In transport theory, physical phenomena are well described using the Boltzmann equation, which is efficiently simulated and discretized with the lattice Boltzmann method. The collision step defines the microscopic molecules behavior, and thus the simulated physical phenomena. For complex phenomena, the collision step becomes complex as well. In this paper, we propose a framework to systematically decompose the collision step into individual collision rules. Each collision rule is easier to understand, thus a faster understanding of the whole is achieved. By inverting the process, i.e. composing multiple collision rules together, one can create novel collision steps, which can better describe the underlying complex phenomena. This framework's applications are manyfold, from both a theoretical and an application standpoint. Shown here is the decomposition of Robin boundary condition into Dirichlet and Neumann boundary conditions, extending it to a partial Robin boundary condition, and semi-permeable reactive membranes. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2403_03042 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Decomposing the collision operator in the lattice Boltzmann method Weinmiller, Julius Kellers, Benjamin Lautenschlaeger, Martin P. Danner, Timo Latz, Arnulf Fluid Dynamics Computational Physics In transport theory, physical phenomena are well described using the Boltzmann equation, which is efficiently simulated and discretized with the lattice Boltzmann method. The collision step defines the microscopic molecules behavior, and thus the simulated physical phenomena. For complex phenomena, the collision step becomes complex as well. In this paper, we propose a framework to systematically decompose the collision step into individual collision rules. Each collision rule is easier to understand, thus a faster understanding of the whole is achieved. By inverting the process, i.e. composing multiple collision rules together, one can create novel collision steps, which can better describe the underlying complex phenomena. This framework's applications are manyfold, from both a theoretical and an application standpoint. Shown here is the decomposition of Robin boundary condition into Dirichlet and Neumann boundary conditions, extending it to a partial Robin boundary condition, and semi-permeable reactive membranes. |
| title | Decomposing the collision operator in the lattice Boltzmann method |
| topic | Fluid Dynamics Computational Physics |
| url | https://arxiv.org/abs/2403.03042 |