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Closure equation and higher-order moment relations in the Gauss-Hermite lattice Boltzmann method
Mahyar Madadi1, Joseph T Johnson2, Yong Shi3
1Department of Materials Physics, Research School of Physics, <a href="https://ror.org/019wvm592">Australian National University</a>, Canberra ACT, 2601, Australia.
This study reveals how the discrete velocity sets in lattice Boltzmann methods (LBM) inherently define closure equations for moment methods. This finding aids in understanding LBM performance for transport problems.
Area of Science:
- Computational Fluid Dynamics
- Mathematical Physics
- Numerical Analysis
Background:
- Moment methods are crucial for solving transport problems governed by the Boltzmann-BGK equation.
- These methods necessitate closure equations to relate higher-order moments to lower-order ones due to underdetermined moment equations.
Purpose of the Study:
- To investigate the closure equation and higher-order moment relations within the lattice Boltzmann method (LBM) when using Gauss-Hermite quadrature for discrete velocity sets.
- To provide a general formula for efficient computation of higher-order moments in LBM.
Main Methods:
- Analysis of closure relations implicit in LBM with Gauss-Hermite quadrature discrete velocity sets.
- Derivation of a general formula for evaluating higher-order moments.
- Validation of derived formulas using numerical implementations of LBM for steady Couette flow.
Main Results:
- The discrete velocity set in LBM intrinsically defines the closure equation and higher-order moment relations.
- A general formula was developed for efficient computational evaluation of higher-order moments.
- Derived formulas were validated against numerical simulations of steady Couette flow.
Conclusions:
- The inherent closure properties of LBM discrete velocity sets are elucidated.
- The developed general formula offers computational efficiency and theoretical insight into LBM.
- The findings are expected to benefit theoretical analyses of LBM performance in transport phenomena.
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