Equilibrium and non-equilibrium turbulent boundary layers

WJ Devenport, KT Lowe - Progress in Aerospace Sciences, 2022 - Elsevier
This article presents a review of historical and recent developments in the understanding of
equilibrium and non-equilibrium turbulent boundary layers at incompressible high-Reynolds …

A coupled framework for symbolic turbulence models from deep-learning

C Lav, AJ Banko, F Waschkowski, Y Zhao… - International Journal of …, 2023 - Elsevier
Improvements in turbulence modelling in the recent years has seen an increasing
prominence of various machine-learning algorithms. In this work, two different algorithms …

Spectral proper orthogonal decomposition of unsteady wall shear stress under a turbulent separation bubble

J Weiss, B Steinfurth, L Chamard, A Giani, P Combette - AIAA Journal, 2022 - arc.aiaa.org
Spectral proper orthogonal decomposition (SPOD) is used to investigate the low-frequency
behavior of a pressure-induced turbulent separation bubble (TSB) generated on a one …

Wall-modeled large-eddy simulation of turbulent boundary layers with mean-flow three-dimensionality

M Cho, A Lozano-Durán, P Moin, G Ilhwan Park - AIAA Journal, 2021 - arc.aiaa.org
We examine the performance of wall-modeled large-eddy simulation (WMLES) to predict
turbulent boundary layers (TBLs) with mean-flow three-dimensionality. The analysis is …

Oblique and parallel modes of the bistable bluff body wake

SS Panesar, H Xia, M Passmore - Physical Review Fluids, 2023 - APS
Turbulent bluff body flows exhibit large-scale, low frequency dynamics associated with
symmetry breaking in the wake which compromise stability and increase surface pressure …

Comparison of hill-type geometries for the validation and advancement of turbulence models

OJ Williams, H Annamalai, TA Ozoroski… - AIAA SCITECH 2022 …, 2022 - arc.aiaa.org
View Video Presentation: https://doi. org/10.2514/6.2022-1032. vid A wide range of three-
dimensional hill-type geometries has been explored for the study and advancement of our …

On correcting the eddy-viscosity models in RANS simulations for turbulent flows and scalar transport around obstacles

Z Hao, C Gorlé, DS Ching, JK Eaton - arXiv preprint arXiv:2206.14469, 2022 - arxiv.org
In RANS simulations for turbulent scalar transport, it is common that using an eddy-viscosity
(EV) model to close the Reynolds stress yields reasonable mean flow predictions but large …

Comparative validation of sub-grid scale models with converging zero/non-zero value in the laminar flow using Reynolds number dependence of an unsteady …

N Iwata, H Suzuki, S Mochizuki - AIP Conference Proceedings, 2023 - pubs.aip.org
This study examines the accuracy of large-eddy simulation (LES) with the Smagorinsky
model based on its dependence on the Reynolds number. The Smagorinsky model often …

[PDF][PDF] Estimating performance bounds of machine-learning Reynolds-stress models via optimal tensor basis expansions

AJ Banko, JK Eaton - Center for Turbulence Research Annual …, 2020 - stanford.edu
Engineering design relies on numerical simulations of turbulent flows to perform analysis
and optimize components. Realistic turn-around times for the ensembles of simulations …

[PDF][PDF] Sensor-based Temporal Superresolution: Application to turbulent separated flow over a three-dimensional Gaussian hill

KH Manohar - 2023 - prism.ucalgary.ca
The high Reynolds-number turbulent separated flow over a Gaussian speed-bump
benchmark geometry presents challenges for predicting smooth-body flow separation. The …