Multi-fidelity deep neural network surrogate model for aerodynamic shape optimization

Optimization of expensive black-box problems via Gradient-enhanced Kriging

(2020) Liming Chen et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

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

(2019) Zhonghua Han et al.   Chinese Journal of Aeronautics

Single/two-objective aerodynamic shape optimization by a Stackelberg/adjoint method

(2019) Jing Wang et al.   ENGINEERING OPTIMIZATION

A composite neural network that learns from multi-fidelity data: Application to function approximation and inverse PDE problems

(2019) Xuhui Meng et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Multi-fidelity optimization of super-cavitating hydrofoils

(2018) L. Bonfiglio et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Virtual Stackelberg game coupled with the adjoint method for aerodynamic shape optimization

(2017) Jing Wang et al.   ENGINEERING OPTIMIZATION

Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling

(2017) P. Perdikaris et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

Aerodynamic shape optimization of aircraft components using an advanced multi-objective evolutionary approach

(2015) Claudio Comis Da Ronco et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Constraints handling in Nash/Adjoint optimization methods for multi-objective aerodynamic design

(2014) Zhili Tang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

An airfoil shape optimization technique coupling PARSEC parameterization and evolutionary algorithm

(2013) Pierluigi Della Vecchia et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Extension to the Class-Shape-Transformation Method Based on B-Splines

(2011) Michiel H. Straathof et al.   AIAA JOURNAL

Multi-objective optimization of turbomachinery using improved NSGA-II and approximation model

(2010) X.D. Wang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Recent advances in surrogate-based optimization

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

A multilevel approach to single- and multiobjective aerodynamic optimization

(2008) Ioannis C. Kampolis et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Multi-objective optimization based on meta-modeling by using support vector regression

(2008) Yeboon Yun et al.   OPTIMIZATION AND ENGINEERING