Quantification of model uncertainty in RANS simulations: A review

H **ao, P Cinnella - Progress in Aerospace Sciences, 2019 - Elsevier
In computational fluid dynamics simulations of industrial flows, models based on the
Reynolds-averaged Navier–Stokes (RANS) equations are expected to play an important …

Continuum theory for dense gas-solid flow: A state-of-the-art review

J Wang - Chemical Engineering Science, 2020 - Elsevier
Gas-solid fluidization technology has been commercialized in many industrial applications
since its implementation in the fluid catalytic cracking process in the early 1940s, however …

Deep learning methods for Reynolds-averaged Navier–Stokes simulations of airfoil flows

N Thuerey, K Weißenow, L Prantl, X Hu - AIAA journal, 2020 - arc.aiaa.org
This study investigates the accuracy of deep learning models for the inference of Reynolds-
averaged Navier–Stokes (RANS) solutions. This study focuses on a modernized U-net …

Wall-modeled large-eddy simulation for complex turbulent flows

ST Bose, GI Park - Annual review of fluid mechanics, 2018 - annualreviews.org
Large-eddy simulation (LES) has proven to be a computationally tractable approach to
simulate unsteady turbulent flows. However, prohibitive resolution requirements induced by …

A review of hybrid RANS-LES methods for turbulent flows: Concepts and applications

S Heinz - Progress in Aerospace Sciences, 2020 - Elsevier
The hybridization of Reynolds-averaged Navier-Stokes (RANS) and large eddy simulation
(LES) methods is seen to be the most promising way to efficiently deal with separated …

[HTML][HTML] Recent advances on the numerical modelling of turbulent flows

CD Argyropoulos, NC Markatos - Applied Mathematical Modelling, 2015 - Elsevier
This paper reviews the problems and successes of computing turbulent flow. Most of the flow
phenomena that are important to modern technology involve turbulence. The review is …

Some recent developments in turbulence closure modeling

PA Durbin - Annual Review of Fluid Mechanics, 2018 - annualreviews.org
Turbulence closure models are central to a good deal of applied computational fluid
dynamical analysis. Closure modeling endures as a productive area of research. This …

[HTML][HTML] Wind turbine wake models developed at the technical university of Denmark: A review

T Göçmen, P Van der Laan, PE Réthoré… - … and Sustainable Energy …, 2016 - Elsevier
Wind turbine wakes are one of the most important aspects in wind power meteorology
because they decrease the power production and increase the loading of downstream wind …

Fluid dynamics of axial turbomachinery: Blade-and stage-level simulations and models

RD Sandberg, V Michelassi - Annual Review of Fluid Mechanics, 2022 - annualreviews.org
The current generation of axial turbomachines is the culmination of decades of experience,
and detailed understanding of the underlying flow physics has been a key factor for …

Development of DDES and IDDES formulations for the k-ω shear stress transport model

MS Gritskevich, AV Garbaruk, J Schütze… - Flow, turbulence and …, 2012 - Springer
Modifications are proposed of two recently developed hybrid CFD strategies, Delayed
Detached Eddy Simulation (DDES) and DDES with Improved wall-modeling capability …