The lid-driven cavity

HC Kuhlmann, F Romanò - … Modelling of Bifurcations and Instabilities in …, 2019 - Springer
The lid-driven cavity is an important fluid mechanical system serving as a benchmark for
testing numerical methods and for studying fundamental aspects of incompressible flows in …

[图书][B] Multiscale and multiresolution approaches in turbulence-LES, DES and Hybrid RANS/LES Methods: Applications and Guidelines

P Sagaut, M Terracol, S Deck - 2013 - books.google.com
The book aims to provide the reader with an updated general presentation of multiscale/
multiresolution approaches in turbulent flow simulations. All modern approaches (LES …

Deconvolutional artificial neural network models for large eddy simulation of turbulence

Z Yuan, C Xie, J Wang - Physics of Fluids, 2020 - pubs.aip.org
Deconvolutional artificial neural network (DANN) models are developed for subgrid-scale
(SGS) stress in large eddy simulation (LES) of turbulence. The filtered velocities at different …

Sub-grid scale model classification and blending through deep learning

R Maulik, O San, JD Jacob, C Crick - Journal of Fluid Mechanics, 2019 - cambridge.org
In this article we detail the use of machine learning for spatio-temporally dynamic turbulence
model classification and hybridization for large eddy simulations (LES) of turbulence. Our …

Continuum modeling of gas–particle flows: an overview

S Schneiderbauer - Acta Mechanica, 2024 - Springer
In this review paper, we provide a brief overview of the recent advances in the continuum
modeling of gas–particle flows. First, we focus on the kinetic theory-based two-fluid models …

Dynamic iterative approximate deconvolution models for large-eddy simulation of turbulence

Z Yuan, Y Wang, C Xie, J Wang - Physics of Fluids, 2021 - pubs.aip.org
Dynamic iterative approximate deconvolution (DIAD) models with Galilean invariance are
developed for subgrid-scale (SGS) stress in the large-eddy simulation (LES) of turbulence …

Approximate deconvolution model for the simulation of turbulent gas-solid flows: An a priori analysis

S Schneiderbauer, M Saeedipour - Physics of Fluids, 2018 - pubs.aip.org
Highly resolved two-fluid model (TFM) simulations of gas-solid flows in vertical periodic
channels have been performed to study closures for the filtered drag force and the Reynolds …

Large eddy simulation of turbulent interfacial flows using approximate deconvolution model

M Saeedipour, S Vincent, S Pirker - International Journal of Multiphase …, 2019 - Elsevier
Large eddy simulation (LES) is currently widespread in turbulence modeling research.
Although LES has reached a mature level in modelling single-phase turbulent flows even in …

Adjoint-based variational optimal mixed models for large-eddy simulation of turbulence

Z Yuan, Y Wang, X Wang, J Wang - Physics of Fluids, 2023 - pubs.aip.org
An adjoint-based variational optimal mixed model (VOMM) is proposed for subgrid-scale
(SGS) closure in large-eddy simulation (LES) of turbulence. The stabilized adjoint LES …

Dynamic iterative approximate deconvolution model for large-eddy simulation of dense gas compressible turbulence

C Zhang, Z Yuan, L Duan, Y Wang, J Wang - Physics of Fluids, 2022 - pubs.aip.org
We study large-eddy simulation of compressible decaying isotropic turbulence of dense gas
at initial turbulent Mach numbers of 0.4 and 0.8. The unclosed subgrid-scale (SGS) terms …