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19942026
most citedCluster-based reduced-order modelling of a mixing layer

295 citations

Showing physics.comp-phShow all

9 papers · 1 filter

physics.comp-ph2023★ 1 cited

Scalable Flow Simulations with the Lattice Boltzmann Method

Markus Holzer, Jayesh Badwaik, Radim Vavrik +7

The primary goal of the EuroHPC JU project SCALABLE is to develop an industrial Lattice Boltzmann Method (LBM)-based computational fluid dynamics (CFD) solver capable of exploiting…

physics.comp-ph2020★ 94 cited

Learning Variational Data Assimilation Models and Solvers

Ronan Fablet, Bertrand Chapron, Lucas. Drumetz +3

This paper addresses variational data assimilation from a learning point of view. Data assimilation aims to reconstruct the time evolution of some state given a series of observati…

physics.comp-ph2020★ 44 cited

Linear stability of athermal regularized lattice Boltzmann methods

Gauthier Wissocq, Christophe Coreixas, Jean-François Boussuge

The present work is dedicated to a better understanding of the stability properties of regularized lattice Boltzmann (LB) schemes. To this extent, linear stability analyses of two-…

physics.comp-ph2020★ 11 cited

Physically interpretable machine learning algorithm on multidimensional non-linear fields

Rem-Sophia Mouradi, Cédric Goeury, Olivier Thual +2

In an ever-increasing interest for Machine Learning (ML) and a favorable data development context, we here propose an original methodology for data-based prediction of two-dimensio…

physics.comp-ph2020★ 50 cited

Analysis and reduction of spurious noise generated at grid refinement interfaces with the lattice Boltzmann method

Thomas Astoul, Gauhier Wissocq, Jean-François Boussuge +2

The present study focuses on the unphysical effects induced by the use of non-uniform grids in the lattice Boltzmann method. In particular, the convection of vortical structures ac…

physics.comp-ph2020★ 64 cited

Impact of collision models on the physical properties and the stability of lattice Boltzmann methods

C. Coreixas, G. Wissocq, B. Chopard +1

The lattice Boltzmann method (LBM) is known to suffer from stability issues when the collision model relies on the BGK approximation, especially in the zero viscosity limit and for…

physics.comp-ph2019

Spatial coupling of an explicit temporal adaptive integration scheme with an implicit time integration scheme

Laurent Muscat, Guillaume Puigt, Marc Montagnac +1

The Reynolds-Averaged Navier-Stokes equations and the Large-Eddy Simulation equations can be coupled using a transition function to switch from a set of equations applied in some a…

physics.comp-ph2019★ 15 cited

A coupled implicit-explicit time integration method for compressible unsteady flows

Laurent Muscat, Guillaume Puigt, Marc Montagnac +1

This paper addresses how two time integration schemes, the Heun's scheme for explicit time integration and the second-order Crank-Nicolson scheme for implicit time integration, can…

physics.comp-ph2017★ 178 cited

Recursive regularization step for high-order lattice Boltzmann methods

Christophe Coreixas, Gauthier Wissocq, Guillaume Puigt +2

A lattice Boltzmann method (LBM) with enhanced stability and accuracy is presented for various Hermite tensor-based lattice structures. The collision operator relies on a regulariz…