Turbulence modeling in the age of data

K Duraisamy, G Iaccarino, H Xiao - Annual review of fluid …, 2019 - annualreviews.org
… learning to improve turbulence models. Key principles, … turbulence modeling and physical
constraints, researchers can use data-driven approaches to yield useful predictive models

Turbulence modeling-an overview

D Wilcox - 39th aerospace sciences meeting and exhibit, 2001 - arc.aiaa.org
… deficiency in modern turbulence models. Almost without exception, today's models yield
accurate … Because complex turbulent flows generally include both of these types of flows, a …

Turbulence modeling validation

J Bardina, P Huang, T Coakley, J Bardina… - 28th Fluid dynamics …, 1997 - arc.aiaa.org
Turbulence is one of the key phenomena in fluid dynamics. A major challenge in … of
turbulence models for simulations of complex turbulent flows. Development of improved turbulence

Fundamentals of turbulence for turbulence modeling and simulation

WC Reynolds - Lecture Notes for Von Karman Institute Agard Report, 1987 - apps.dtic.mil
turbulence models. We will use these ideas to review the constitutive equations so as to set
the stage for later use of these ideas in developing turbulence models. … in turbulence models, …

Strategies for turbulence modelling and simulations

PR Spalart - International journal of heat and fluid flow, 2000 - Elsevier
… , than in modelling). Sharing large codes is more difficult than sharing turbulence models,
for which the equations (normally!) fit on one page. With a few exceptions, models have been …

[PDF][PDF] Ten years of industrial experience with the SST turbulence model

FR Menter, M Kuntz, R Langtry - Turbulence, heat and mass transfer, 2003 - cfd.spbstu.ru
… Abstract – This document describes the current formulation of the SST turbulence models,
as well as a number of model enhancements. The model enhancements cover a modified …

Overview of turbulence models applied in CWE–1997

S Murakami - Journal of Wind Engineering and Industrial …, 1998 - Elsevier
The state-of-the-art of utilizing turbulence models in wind engineering is reviewed. It is … for
analyzing turbulent flow (DNS, LES, RANS model) are presented. New models and new …

[图书][B] Fundamentals of turbulence modelling

CJ Chen - 1997 - books.google.com
… While we make no claim to originality of most of the contents of the book, we have
attempted to present the turbulence modeling in a systematic and logical fashion, bringing …

Philosophies and fallacies in turbulence modeling

PR Spalart - Progress in Aerospace Sciences, 2015 - Elsevier
… to be controversial, on turbulence modeling for the Reynolds-… “fundamental paradox” of
turbulence modeling, between the … and the nonlocal physical nature of turbulence. Second, we …

Analysis of the k-epsilon turbulence model

B Mohammadi, O Pironneau - 1993 - osti.gov
… This book presents the k - {epsilon} method for turbulence in a language familiar to applied
mathematicians, stripped bare of all the technicalities of turbulence theory. The model is …