A review of the artificial neural network surrogate modeling in aerodynamic design

Inverse Design of Airfoil Using a Deep Convolutional Neural Network

(2019) Vinothkumar Sekar et al.   AIAA JOURNAL

Database self-expansion based on artificial neural network: An approach in aircraft design

(2018) Shuyue Wang et al.   AEROSPACE SCIENCE AND TECHNOLOGY

A PCA–ANN-based inverse design model of stall lift robustness for high-lift device

(2018) Xinyu Wang et al.   AEROSPACE SCIENCE AND TECHNOLOGY

UAV aerodynamic design involving genetic algorithm and artificial neural network for wing preliminary computation

(2018) Abdelwahid Boutemedjet et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Flowfield Reconstruction Method Using Artificial Neural Network

(2018) Jian Yu et al.   AIAA JOURNAL

A paradigm for data-driven predictive modeling using field inversion and machine learning

(2016) Eric J. Parish et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Artificial intelligence metamodel comparison and application to wind turbine airfoil uncertainty analysis

(2016) Yaping Ju et al.   Advances in Mechanical Engineering

Repetitively enhanced neural networks method for complex engineering design optimisation problems

(2015) N. Van Nguyen et al.   AERONAUTICAL JOURNAL

Artificial neural network based inverse design: Airfoils and wings

(2015) Gang Sun et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Approximating the objective function׳s gradient using perceptrons for constrained minimization with application in drag reduction

(2015) Burak Kocuk et al.   COMPUTERS & OPERATIONS RESEARCH

On using neural networks in UAV structural design for CFD data fitting and classification

(2013) Farrukh Mazhar et al.   AEROSPACE SCIENCE AND TECHNOLOGY

High Angle of Attack Parameter Estimation of Cascaded Fins Using Neural Network

(2013) Manoranjan Sinha et al.   JOURNAL OF AIRCRAFT

Aircraft design cycle time reduction using artificial intelligence

(2012) Mehran Ali Azizi Oroumieh et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Aerodynamic technologies to improve aircraft performance

(2012) A. Abbas et al.   AEROSPACE SCIENCE AND TECHNOLOGY

A trust-region framework for constrained optimization using reduced order modeling

(2011) Anshul Agarwal et al.   OPTIMIZATION AND ENGINEERING

Recent advances in surrogate-based optimization

(2009) Alexander I.J. Forrester et al.   PROGRESS IN AEROSPACE SCIENCES