Progress in Lattice Boltzmann Schemes: Mesh Adaptation, High-Order Accuracy, Numerical Analysis, and Boundary Conditions
Speaker: Thomas Bellotti, Université Paris-Saclay
Presentation
Seminar Slide Deck (PDF-2.8MB)
Abstract
In this talk, I will cover several selected topics related to recent advances in lattice Boltzmann (LBM) schemes that I have achieved over the past few years, from both practical and theoretical perspectives. Lattice Boltzmann methods are widely used—particularly in computational fluid dynamics—because of their computational efficiency, excellent parallelizability, and ease of implementation for complex problems. I will begin by discussing dynamic mesh adaptation for LBM schemes, which are traditionally implemented on fixed Cartesian meshes and are known for their significant memory footprint. Using adaptive multiresolution techniques, we obtain effective control of the approximation error while substantially reducing memory requirements. A second main topic concerns the construction of fourth-order accurate LBM schemes for hyperbolic systems of conservation laws. These schemes build on symmetry properties of the underlying second-order method, which can be exploited through operator composition to achieve higher-order accuracy. The second part of the talk takes a more theoretical direction. In particular, I will explain how we established a connection between LBM schemes and multistep finite difference methods, thereby enabling the use of a broad range of classical analytical tools developed for the latter in the analysis of the former. I will conclude by discussing challenges related to the stability of boundary conditions for LBM schemes, analyzed from the perspective of the well-established GKS (Gustafsson–Kreiss–Sundström) framework. This analysis reveals several distinctive features when compared with standard finite difference schemes.
Biography