Parameter identification of RANS turbulence model using physics-embedded neural network
Identifying the appropriate parameters of a turbulence model for a class of flow usually
requires extensive experimentation and numerical simulations. Therefore even a modest …
requires extensive experimentation and numerical simulations. Therefore even a modest …
[HTML][HTML] Design and characterisation of an open-jet pressure gradient test rig for an aeroacoustic wind tunnel
This paper summarises an approach to generating controllable pressure gradients within an
open-jet configuration for aeroacoustics research. A novel open-jet pressure gradient test rig …
open-jet configuration for aeroacoustics research. A novel open-jet pressure gradient test rig …
Bayesian optimisation of RANS simulation with ensemble-based variational method in convergent-divergent channel
This paper investigates the applicability of a hybrid data assimilation approach, namely
ensemble-based variational method (EnVar), to optimise Reynolds Averaged Navier-Stokes …
ensemble-based variational method (EnVar), to optimise Reynolds Averaged Navier-Stokes …
LES of flow over bumps and machine learning augmented turbulence modeling
R Matai - 2018 - search.proquest.com
Predicting drag over complex bodies plays a crucial role in the design of high performance
engineering applications such as aircraft and naval vessels. Current turbulence models are …
engineering applications such as aircraft and naval vessels. Current turbulence models are …
Modeling and prediction of near wall turbulent flows
S Srinath - 2017 - theses.hal.science
The aim of the present work is to study a boundary layer subjected to a pressure gradient
and to compare it with a zero pressure gradient (ZPG) boundary layer at high Reynolds …
and to compare it with a zero pressure gradient (ZPG) boundary layer at high Reynolds …
Adverse pressure gradients and curvature effects in turbulent channel flows
AB de Jesus, L Schiavo, JL Azevedo… - Progress in Wall …, 2016 - Springer
LES results are presented for the flow over different bump profiles installed on the bottom
wall of a channel. Three bump geometries are considered in order to investigate the effects …
wall of a channel. Three bump geometries are considered in order to investigate the effects …
Optimisation de la modélisation RANS d'écoulements cavitants
X Zhang - 2019 - pastel.hal.science
Des écoulements cavitants turbulents se produisent dans de nombreuses
applicationspratiques telles que les pompes et les propulseurs navals. Dans ces dispositifs …
applicationspratiques telles que les pompes et les propulseurs navals. Dans ces dispositifs …
[PDF][PDF] Large eddy simulations of turbulent flows with adverse pressure gradients
AB Jesus, LACA Schiavo, JLF Azevedo… - ICAS Proceedings, 2014 - academia.edu
The work presents comparative results between wall friction and pressure coefficient
predictions from Large Eddy Simulation (LES) and Reynolds-averaged Navier-Stokes …
predictions from Large Eddy Simulation (LES) and Reynolds-averaged Navier-Stokes …