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Modeling subgrid-scale forces by spatial artificial neural networks in large eddy simulation of turbulence
Spatial artificial neural network (ANN) models are developed for subgrid-scale (SGS) forces
in the large eddy simulation (LES) of turbulence. The input features are based on the first …
in the large eddy simulation (LES) of turbulence. The input features are based on the first …
Subgrid-scale models of isotropic turbulence need not produce energy backscatter
A Vela-Martín - Journal of Fluid Mechanics, 2022 - cambridge.org
This investigation questions the importance of inverse interscale energy fluxes, the so-called
energy backscatter, for the modelling of the energy cascade in large-eddy simulations (LES) …
energy backscatter, for the modelling of the energy cascade in large-eddy simulations (LES) …
Two-point stress–strain-rate correlation structure and non-local eddy viscosity in turbulent flows
By analysing the Karman–Howarth equation for filtered-velocity fields in turbulent flows, we
show that the two-point correlation between the filtered strain-rate and subfilter stress …
show that the two-point correlation between the filtered strain-rate and subfilter stress …
Synchronizing subgrid scale models of turbulence to data
Large eddy simulations of turbulent flows are powerful tools used in many engineering and
geophysical settings. Choosing the right value of the free parameters for their subgrid scale …
geophysical settings. Choosing the right value of the free parameters for their subgrid scale …
Spatio‐temporal coarse‐graining decomposition of the global ocean geostrophic kinetic energy
We expand on a recent determination of the first global energy spectrum of the ocean's
surface geostrophic circulation (Storer et al., 2022, https://doi. org/10.1038/s41467-022 …
surface geostrophic circulation (Storer et al., 2022, https://doi. org/10.1038/s41467-022 …
Research on quality control of precision machining straight internal gear by abrasive flow based on large eddy simulation
T Zou, Q Yan, L Wang, Y An, J Qu, J Li - The International Journal of …, 2022 - Springer
Traditional finishing technology is difficult to realize the precision machining of complex
geometric parts. Abrasive flow machining technology solves this problem well. Taking the …
geometric parts. Abrasive flow machining technology solves this problem well. Taking the …
Spatio-temporal fluctuations of interscale and interspace energy transfer dynamics in homogeneous turbulence
HS Larssen, JC Vassilicos - Journal of Fluid Mechanics, 2023 - cambridge.org
We study fluctuations of all co-existing energy exchange/transfer/transport processes in
stationary periodic turbulence including those that average to zero and are not present in …
stationary periodic turbulence including those that average to zero and are not present in …
Self-similar subgrid-scale models for inertial range turbulence and accurate measurements of intermittency
A class of spectral subgrid models based on a self-similar and reversible closure is studied
with the aim to minimize the impact of subgrid scales on the inertial range of fully developed …
with the aim to minimize the impact of subgrid scales on the inertial range of fully developed …
Why (Still) Studying Turbulence in Fluids and Plasmas?
Turbulence, a captivating and intricate phenomenon, continues to attract researchers across
diverse scientific disciplines. Despite considerable efforts, turbulence remains a fascinating …
diverse scientific disciplines. Despite considerable efforts, turbulence remains a fascinating …
Effectiveness analysis of abrasive flow polishing S-shaped elbow with side holes based on large eddy simulation
J Li, J Qu, H Lu, X Zhang, W Zhao, X Li - The International Journal of …, 2021 - Springer
Aiming at the practical processing problems such as the difficulty of polishing the inner
surface of the S-shaped elbow with wall openings and the difficulty of removing the burrs at …
surface of the S-shaped elbow with wall openings and the difficulty of removing the burrs at …