[HTML][HTML] 高超声速边界层转捩研究现状与发展趋势

陈坚强, 涂国华, 张毅锋, 徐国亮, 袁先旭, 陈诚 - 2017 - html.rhhz.net
高超声速飞行器边界层容易经历层流/湍流转捩, 层流流动和湍流流动在摩擦阻力, 热交换,
噪声和掺混等方面有巨大差别, 转捩问题已成为制约高超声速技术突破的基础科学问题之一 …

Prediction of aerodynamic flow fields using convolutional neural networks

S Bhatnagar, Y Afshar, S Pan, K Duraisamy… - Computational …, 2019 - Springer
An approximation model based on convolutional neural networks (CNNs) is proposed for
flow field predictions. The CNN is used to predict the velocity and pressure field in unseen …

Basic Understanding of Airfoil Characteristics at Low Reynolds Numbers ()

J Winslow, H Otsuka, B Govindarajan, I Chopra - Journal of aircraft, 2018 - arc.aiaa.org
A computational study has been conducted on various airfoils to simulate flows at Reynolds
numbers (R e) primarily between 10 4 and 10 5 to provide understanding and guidance for …

Further development of the amplification factor transport transition model for aerodynamic flows

JG Coder - AIAA scitech 2019 forum, 2019 - arc.aiaa.org
L-turbulent transition is a phenomenon that has a leading-order impact on the performance
of many aerospace vehicle systems, and accurate prediction of transition in computational …

Hybrid Reynolds-averaged Navier–Stokes/large-eddy simulation closure for separated transitional flows

J Hodara, MJ Smith - AIAA Journal, 2017 - arc.aiaa.org
The numerical prediction of transition from laminar to turbulent flow has proven to be an
arduous challenge for computational fluid dynamics, with few approaches providing routine …

An algebraic LCTM model for laminar–turbulent transition prediction

FR Menter, A Matyushenko, R Lechner… - Flow, Turbulence and …, 2022 - Springer
A new algebraic RANS model for laminar–turbulent transition will be presented. The model
follows the Local-Correlation-based Transition Modeling concept, is Galilean invariant and …

[HTML][HTML] A numerical study on the influence of crossflow transition on a marine propeller in open water

R Lopes, A Eslamdoost, R Johansson… - Ocean …, 2024 - Elsevier
This work studies the influence of crossflow transition modelling on the performance and
flow field of a controllable pitch propeller. The simulations are performed for two different …

Machine-learning data-driven modeling of laminar-turbulent transition in compressor cascade

Z Li, Y Ju, C Zhang - Physics of Fluids, 2023 - pubs.aip.org
Laminar-turbulent transition plays a critical role in the aerodynamics of axial-flow
compressor cascades. The Reynolds-averaged Navier–Stokes method is so far the most …

Numerical investigation of transonic axial compressor rotor flows using an improved transition-sensitized turbulence model

B Cui, X Wang, R Wang, Z Xiao - Physics of Fluids, 2021 - pubs.aip.org
Internal flows of transonic compressor rotors National Aeronautics and Space Administration
rotor 67/37 are numerically studied through the Reynolds-averaged Navier–Stokes …

Low Reynolds number airfoil evaluation for the Mars helicopter rotor

WJK Koning, EA Romander, W Johnson - Annual Forum and …, 2018 - ntrs.nasa.gov
The present research is aimed at providing a performance model for the Mars Helicopter
(MH), to understand the complexity of the flow, and future regions of improvement. The …