Parameter identification of RANS turbulence model using physics-embedded neural network

S Luo, M Vellakal, S Koric, V Kindratenko… - … Conference on High …, 2020 - Springer
Identifying the appropriate parameters of a turbulence model for a class of flow usually
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

C Jiang, C de Silva, C Doolan, D Moreau - Applied Acoustics, 2025 - Elsevier
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 …

Bayesian optimisation of RANS simulation with ensemble-based variational method in convergent-divergent channel

X Zhang, T Gomez, O Coutier-Delgosha - Journal of Turbulence, 2019 - Taylor & Francis
This paper investigates the applicability of a hybrid data assimilation approach, namely
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 …

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 …

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 …

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 …

[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 …

[引用][C] A study of turbulent flows in 2d channels using large eddy simulations

LA Schiavo, AB Jesus, WR Wolf, JL Azevedo - 22nd International Congress of …, 2013