DPM: A deep learning PDE augmentation method with application to large-eddy simulation
A framework is introduced that leverages known physics to reduce overfitting in machine
learning for scientific applications. The partial differential equation (PDE) that expresses the …
learning for scientific applications. The partial differential equation (PDE) that expresses the …
Theory and transport of nearly incompressible magnetohydrodynamic turbulence
The theory of nearly incompressible magnetohydrodynamics (NI MHD) was developed
largely in the early 1990s, together with an important extension to inhomogeneous flows in …
largely in the early 1990s, together with an important extension to inhomogeneous flows in …
[图书][B] Large eddy simulation for compressible flows
Page 1 E. Garnier N. Adams P. Sagaut SCIENTIFIC COMPUTATION Large Eddy Simulation
for Compressible Flows Springer Page 2 Large Eddy Simulation for Compressible Flows Page …
for Compressible Flows Springer Page 2 Large Eddy Simulation for Compressible Flows Page …
Training convolutional neural networks to estimate turbulent sub-grid scale reaction rates
This work presents a new approach for premixed turbulent combustion modeling based on
convolutional neural networks (CNN). 1 We first propose a framework to reformulate the …
convolutional neural networks (CNN). 1 We first propose a framework to reformulate the …
[图书][B] Magnetohydrodynamic turbulence
D Biskamp - 2003 - books.google.com
This book presents an introduction to, and modern account of, magnetohydrodynamic
(MHD) turbulence, an active field both in general turbulence theory and in various areas of …
(MHD) turbulence, an active field both in general turbulence theory and in various areas of …
[图书][B] Spectral methods for incompressible viscous flow
R Peyret - 2002 - Springer
The objective of this book is to provide a comprehensive discussion of Fourier and
Chebyshev spectral methods for the computation of incom pressible viscous flows, based on …
Chebyshev spectral methods for the computation of incom pressible viscous flows, based on …
Large-eddy simulation of the shock/turbulence interaction
F Ducros, V Ferrand, F Nicoud, C Weber… - Journal of …, 1999 - Elsevier
The objective of this work is to derive a shock capturing tool able to treat turbulence with
minimum dissipation out of the shock for a large-eddy simulation (LES) of the …
minimum dissipation out of the shock for a large-eddy simulation (LES) of the …
[图书][B] Turbulent shear layers in supersonic flow
AJ Smits, JP Dussauge - 2006 - books.google.com
A good understanding of turbulent compressible flows is essential to the design and
operation of high-speed vehicles. Such flows occur, for example, in the external flow over …
operation of high-speed vehicles. Such flows occur, for example, in the external flow over …
Toward the large-eddy simulation of compressible turbulent flows
G Erlebacher, MY Hussaini, CG Speziale… - Journal of fluid …, 1992 - cambridge.org
New subgrid-scale models for the large-eddy simulation of compressible turbulent flows are
developed and tested based on the Favre-filtered equations of motion for an ideal gas. A …
developed and tested based on the Favre-filtered equations of motion for an ideal gas. A …
[HTML][HTML] Hierarchical structure in nearly pressureless flows as a consequence of self-similar statistics
E Vazquez-Semadeni - Astrophysical Journal v. 423, p …, 1994 - legacy.adsabs.harvard.edu
be considered as a random variable in time with an associated probability distribution
function (pdf), a condition on the pdf for the spontaneous development of hierarchical …
function (pdf), a condition on the pdf for the spontaneous development of hierarchical …