Computational fluid dynamics in turbomachinery: a review of state of the art

RN Pinto, A Afzal, LV D'Souza, Z Ansari… - … Methods in Engineering, 2017 - Springer
Computational fluid dynamics (CFD) plays an essential role to analyze fluid flows and heat
transfer situations by using numerical methods. Turbomachines involve internal and external …

Geometric comparison of aerofoil shape parameterization methods

DA Masters, NJ Taylor, TCS Rendall, CB Allen… - AIAA journal, 2017 - arc.aiaa.org
A comprehensive review of aerofoil shape parameterization methods that can be used for
aerodynamic shape optimization is presented. Seven parameterization methods are …

Projection-based model reduction: Formulations for physics-based machine learning

R Swischuk, L Mainini, B Peherstorfer, K Willcox - Computers & Fluids, 2019 - Elsevier
This paper considers the creation of parametric surrogate models for applications in science
and engineering where the goal is to predict high-dimensional output quantities of interest …

SU2: An open-source suite for multiphysics simulation and design

TD Economon, F Palacios, SR Copeland, TW Lukaczyk… - Aiaa Journal, 2016 - arc.aiaa.org
This paper presents the main objectives and a description of the SU2 suite, including the
novel software architecture and open-source software engineering strategy. SU2 is a …

[图书][B] Active subspaces: Emerging ideas for dimension reduction in parameter studies

PG Constantine - 2015 - SIAM
Parameter studies are everywhere in computational science. Complex engineering
simulations must run several times with different inputs to effectively study the relationships …

Surrogate-based aerodynamic shape optimization for delaying airfoil dynamic stall using Kriging regression and infill criteria

V Raul, L Leifsson - Aerospace Science and Technology, 2021 - Elsevier
The dynamic stall phenomenon is characterized by the formation of a leading-edge vortex,
which is responsible for adverse aerodynamic forces and moments adversely impacting the …

Stanford university unstructured (SU2): Analysis and design technology for turbulent flows

F Palacios, TD Economon, A Aranake… - 52nd Aerospace …, 2014 - arc.aiaa.org
This paper presents a comprehensive set of test cases for the verification and validation (V &
V) of the Stanford University Unstructured (SU2) software suite within the context of …

A unified framework for non-linear reconstruction schemes in a compact stencil. Part 1: Beyond second order

X Deng - Journal of Computational Physics, 2023 - Elsevier
Discretization of the convection term in a three-cell compact stencil has been widely used in
Computational Fluid Dynamics (CFD) of engineering because the second-order …

Multipoint high-fidelity CFD-based aerodynamic shape optimization of a 10 MW wind turbine

MHA Madsen, F Zahle, NN Sørensen… - Wind Energy …, 2019 - wes.copernicus.org
The wind energy industry relies heavily on computational fluid dynamics (CFD) to analyze
new turbine designs. To utilize CFD earlier in the design process, where lower-fidelity …

Towards green aviation with python at petascale

P Vincent, F Witherden, B Vermeire… - SC'16: Proceedings …, 2016 - ieeexplore.ieee.org
Accurate simulation of unsteady turbulent flow is critical for improved design of greener
aircraft that are quieter and more fuel-efficient. We demonstrate application of PyFR, a …