AN EFFICIENT AERODYNAMIC SHAPE OPTIMIZATION FRAMEWORK FOR ROBUST DESIGN OF AIRFOILS USING SURROGATE MODELS

Aerodynamic Shape ◽

Aerodynamic Shape Optimization Framework Based on a Novel Fully-Automated Adjoint Differentiation Toolbox

AIAA Aviation 2019 Forum ◽

10.2514/6.2019-3201 ◽

2019 ◽

Cited By ~ 1

Author(s):

Reza Djeddi ◽

Kivanc Ekici

Keyword(s):

Shape Optimization ◽

Aerodynamic Shape ◽

Aerodynamic shape optimization of large-span coal sheds for wind-induced effect mitigation using surrogate models

Engineering Structures ◽

10.1016/j.engstruct.2021.113818 ◽

2022 ◽

Vol 253 ◽

pp. 113818

Author(s):

Ye Qiu ◽

Rui Yu ◽

Bingbing San ◽

Jianhong Li

Keyword(s):

Shape Optimization ◽

Surrogate Models ◽

Large Span ◽

Application of Physics-Based Surrogate Models to Benchmark Aerodynamic Shape Optimization Problems

53rd AIAA Aerospace Sciences Meeting ◽

10.2514/6.2015-0265 ◽

2015 ◽

Cited By ~ 3

Author(s):

Leifur T. Leifsson ◽

Slawomir Koziel ◽

Yonatan Afework Tesfahunegn ◽

Serhat Hosder ◽

Joe-Ray Gramanzini

Keyword(s):

Shape Optimization ◽

Optimization Problems ◽

Surrogate Models ◽

Efficient aerodynamic shape optimization of transonic wings using a parallel infilling strategy and surrogate models

Structural and Multidisciplinary Optimization ◽

10.1007/s00158-016-1546-7 ◽

2016 ◽

Vol 55 (3) ◽

pp. 925-943 ◽

Cited By ~ 60

Author(s):

J. Liu ◽

W.-P. Song ◽

Z.-H. Han ◽

Y. Zhang

Keyword(s):

Shape Optimization ◽

Surrogate Models ◽

Computational Methods in Applied Sciences - Engineering and Applied Sciences Optimization ◽

Aerodynamic Shape Optimization Using “Turbulent” Adjoint And Robust Design in Fluid Mechanics

10.1007/978-3-319-18320-6_16 ◽

2015 ◽

pp. 289-309 ◽

Cited By ~ 1

Author(s):

Kyriakos C. Giannakoglou ◽

Dimitrios I. Papadimitriou ◽

Evangelos M. Papoutsis-Kiachagias ◽

Ioannis S. Kavvadias

Keyword(s):

Fluid Mechanics ◽

Shape Optimization ◽

Robust Design ◽

Development of an efficient aerodynamic shape optimization framework

Mathematics and Computers in Simulation ◽

10.1016/j.matcom.2009.01.012 ◽

2009 ◽

Vol 79 (8) ◽

pp. 2373-2384 ◽

Cited By ~ 9

Author(s):

Jong-Eun Kim ◽

Vinay N. Rao ◽

Roy P. Koomullil ◽

Doug H. Ross ◽

Bharat K. Soni ◽

...

Keyword(s):

Shape Optimization ◽

Aerodynamic Shape ◽

Efficient aerodynamic shape optimization using variable-fidelity surrogate models and multilevel computational grids

Chinese Journal of Aeronautics ◽

10.1016/j.cja.2019.05.001 ◽

2020 ◽

Vol 33 (1) ◽

pp. 31-47 ◽

Cited By ~ 18

Author(s):

Zhonghua HAN ◽

Chenzhou XU ◽

Liang ZHANG ◽

Yu ZHANG ◽

Keshi ZHANG ◽

...

Keyword(s):

Shape Optimization ◽

Surrogate Models ◽

Computational Grids ◽

Aerodynamic Shape ◽

Variable Fidelity

Discrete Adjoint-Based Aerodynamic Shape Optimization Framework for Natural Laminar Flows

AIAA Journal ◽

10.2514/1.j059923 ◽

2021 ◽

pp. 1-16

Author(s):

Halil Kaya ◽

İsmail H. Tuncer

Keyword(s):

Shape Optimization ◽

Laminar Flows ◽

Aerodynamic Shape ◽

Optimization Framework ◽

Discrete Adjoint

A one-shot optimization framework with additional equality constraints applied to multi-objective aerodynamic shape optimization

Optimization Methods and Software ◽

10.1080/10556788.2018.1437158 ◽

2018 ◽

Vol 33 (4-6) ◽

pp. 694-707 ◽

Cited By ~ 1

Author(s):

L. Kusch ◽

T. Albring ◽

A. Walther ◽

N.R. Gauger

Keyword(s):

Shape Optimization ◽

Equality Constraints ◽

Aerodynamic Shape ◽

Multi Objective ◽

Proceedings of the VII European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2016) ◽

PERFORMANCE COMPARISON OF KRIGING AND SVR SURROGATE MODELS APPLIED TO THE OBJECTIVE FUNCTION PREDICTION WITHIN AERODYNAMIC SHAPE OPTIMIZATION

10.7712/100016.2096.5627 ◽

2016 ◽

Cited By ~ 2

Author(s):

Daniel Viúdez-Moreiras ◽

Esther Andrés-Pérez ◽

Daniel González-Juárez ◽

Mario J. Martin Burgos

Keyword(s):

Shape Optimization ◽

Objective Function ◽

Surrogate Models ◽

Performance Comparison ◽

Function Prediction ◽