Coarse graining turbulence : modeling and data-driven approaches and their applications / [edited by] Fernando F. Grinstein, Filipe S. Pereira, Massimo Germano.

Format:

Book

Contributor:

Grinstein, Fernando F., editor.

Pereira, Filipe S., editor.

Germano, Massimo, 1942- editor.

Language:

English

Subjects (All):

Turbulence--Computer simulation.

Turbulence.

Turbulence--Research.

Physical Description:

1 online resource (xiv, 566 pages) : digital, PDF file(s).

Edition:

First edition.

Place of Publication:

Cambridge : Cambridge University Press, 2025.

Summary:

We live in a turbulent world observed through coarse grained lenses. Coarse graining (CG), however, is not only a limit but also a need imposed by the enormous amount of data produced by modern simulations. Target audiences for our survey are graduate students, basic research scientists, and professionals involved in the design and analysis of complex turbulent flows. The ideal readers of this book are researchers with a basic knowledge of fluid mechanics, turbulence, computing, and statistical methods, who are disposed to enlarging their understanding of the fundamentals of CG and are interested in examining different methods applied to managing a chaotic world observed through coarse-grained lenses.

Contents:

Prologue. Coarse graining turbulence

Numerical simulations and coarse graining / F.F. Grinstein

An overview of scale-resolving simulation models for practical flows / F.S. Pereira

Filtering approaches and coarse graining / M. Germano

Filtered density function : a stochastic closure for coarse grained simulation / H. Zhou, P. Givi, and Z. Ren

Symmetries, subgrid-scale modeling, and coarse graining / M. Oberlack and D. Klingenberg

Coarse graining turbulence using the Mori-Zwanzig formalism / E. Parish and K. Duraisamy

Data-driven modeling for coarse graining / R.D. Sandberg and M. Klein

Verification, validation, uncertainty quantification, and coarse graining / F.S. Pereira, W.J. Rider, F.F. Grinstein, and L. Eça

Transition to turbulence / D.M. Israel

Wall-bounded turbulence / R.D. Moser and P. Mohan

Scale-by-scale non-equilibrium in turbulent flows / J.C. Vassilicos and J-P. Laval

Coarse graining in multiphase flows: from micro to meso to macroscale for Euler-Lagrange and Euler-Euler simulations / S. Balachandar

Coarse graining for thermal flow / H. Garg, G. Karlsson, L. Wang and C. Fureby

High-order simulations of supersonic combustion / I.W. Kokkinakis, D. Drikakis, Y. He, and G. Liang

Coarse graining supersonic combustion / C. Fureby and T. Nilsson

Transition and multiphysics in inertial confinement fusion capsules / F.F. Grinstein, V.P. Chiravalle, B.M. Haines, R.K. Greene, and F.S. Pereira

Firestorms, fallout, and atmospheric turbulence induced by a nuclear detonation / J. Reisner, E. Koo, A. Josephson, A. Brown

Epilogue. Outlook on coarse graining turbulence.

Notes:

Title from publisher's bibliographic system (viewed on 31 Jan 2025).

Includes bibliographical references and index.

ISBN:

9781009377362

1009377361

9781009377379

100937737X