An adaptive dual-Kriging method based on parameter sensitivity analysis and application to vibration reduction optimization of helicopter rotor test-bed

Vibration test method of aero-engine 3D printing pre-swirl nozzle based on equivalent installation stiffness

(2023) Yujie Zhao et al.   Journal of Mechanical Science and Technology

Reliability-based structural optimization using adaptive neural network multisphere importance sampling

(2023) John Thedy et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Enhanced Kriging leave-one-out cross-validation in improving model estimation and optimization

(2023) Yong Pang et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A hierarchical kriging approach for multi-fidelity optimization of automotive crashworthiness problems

(2022) Arne Kaps et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

An efficient method for predictive-failure-probability-based global sensitivity analysis

(2022) Zhao Zhao et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

(2021) Vishal Raul et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Vibration and damping characteristics of CNTR viscoelastic skewed shell structures under the influence of hygrothermal conditions

(2021) S. Srikant Patnaik et al.   ENGINEERING WITH COMPUTERS

Variable-fidelity hypervolume-based expected improvement criteria for multi-objective efficient global optimization of expensive functions

(2021) Youwei He et al.   ENGINEERING WITH COMPUTERS

Global parametric sensitivity analysis of equivalent circuit model based on Sobol’ method for lithium-ion batteries in electric vehicles

(2021) Xin Lai et al.   JOURNAL OF CLEANER PRODUCTION

Multi-fidelity Co-Kriging surrogate model for ship hull form optimization

(2021) Xinwang Liu et al.   OCEAN ENGINEERING

An efficient Kriging-based framework for computationally demanding constrained structural optimization problems

(2021) Marcela A. Juliani et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Robust bioenergy technologies for the German heat transition: A novel approach combining optimization modeling with Sobol’ sensitivity analysis

(2020) Matthias Jordan et al.   APPLIED ENERGY

Development of an adaptive infill criterion for constrained multi-objective asynchronous surrogate-based optimization

(2020) Jolan Wauters et al.   JOURNAL OF GLOBAL OPTIMIZATION

Dual Kriging assisted efficient global optimization of expensive problems with evaluation failures

(2020) Youwei He et al.   AEROSPACE SCIENCE AND TECHNOLOGY

An adaptive sampling method for Kriging surrogate model with multiple outputs

(2020) Zhangming Zhai et al.   ENGINEERING WITH COMPUTERS

Nonlinear dynamics of viscoelastic flexible structural systems by finite element method

(2020) A. A. Abdelrahman et al.   ENGINEERING WITH COMPUTERS

Using the hierarchical Kriging model to optimize the structural dynamics of rocket engines

(2020) Dahua Du et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Two infill criteria driven surrogate-assisted multi-objective evolutionary algorithms for computationally expensive problems with medium dimensions

(2020) Fan Li et al.   Swarm and Evolutionary Computation

A sequential constraints updating approach for Kriging surrogate model-assisted engineering optimization design problem

(2019) Jiachang Qian et al.   ENGINEERING WITH COMPUTERS

Aerodynamic/aeroacoustic variable-fidelity optimization of helicopter rotor based on hierarchical Kriging model

(2019) Yuepeng BU et al.   Chinese Journal of Aeronautics

Theoretical investigations of the new Cokriging method for variable-fidelity surrogate modeling

(2018) Anna Bertram et al.   ADVANCES IN COMPUTATIONAL MATHEMATICS

Optimal shape design of multi-layered IPMSM using adaptive dynamic Taylor Kriging model

(2018) Bin Xia et al.   COMPEL-THE INTERNATIONAL JOURNAL FOR COMPUTATION AND MATHEMATICS IN ELECTRICAL AND ELECTRONIC ENGINEERING

Gradient-enhanced kriging for high-dimensional problems

(2018) Mohamed A. Bouhlel et al.   ENGINEERING WITH COMPUTERS

Variable-fidelity expected improvement method for efficient global optimization of expensive functions

(2018) Yu Zhang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multidisciplinary optimization of an offshore aquaculture vessel hull form based on the support vector regression surrogate model

(2018) Yukun Feng et al.   OCEAN ENGINEERING

Reliability based multidisciplinary design optimization of cooling turbine blade considering uncertainty data statistics

(2018) Lei Li et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Parametric hierarchical kriging for multi-fidelity aero-servo-elastic simulators — Application to extreme loads on wind turbines

(2018) Imad Abdallah et al.   PROBABILISTIC ENGINEERING MECHANICS

Multi-objective optimization of control parameters for a pressurized water reactor pressurizer using a genetic algorithm

(2018) Pengfei Wang et al.   ANNALS OF NUCLEAR ENERGY

Expected Improvement Matrix-Based Infill Criteria for Expensive Multiobjective Optimization

(2017) Dawei Zhan et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

A local Kriging approximation method using MPP for reliability-based design optimization

(2016) Xiaoke Li et al.   COMPUTERS & STRUCTURES

Multidisciplinary design and multi-objective optimization on guide fins of twin-web disk using Kriging surrogate model

(2016) Mengchuang Zhang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multi-scale model updating of a transmission tower structure using Kriging meta-method

(2016) F.Y. Wang et al.   Structural Control & Health Monitoring

Performance study of gradient-enhanced Kriging

(2015) Selvakumar Ulaganathan et al.   ENGINEERING WITH COMPUTERS

Robust optimization of structural dynamic characteristics based on adaptive Kriging model and CNSGA

(2014) Jin Cheng et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Interval multi-objective optimisation of structures using adaptive Kriging approximations

(2013) Fangyi Li et al.   COMPUTERS & STRUCTURES

Assessing gaps and needs for integrating building performance optimization tools in net zero energy buildings design

(2013) Shady Attia et al.   ENERGY AND BUILDINGS

Cross-validation based single response adaptive design of experiments for Kriging metamodeling of deterministic computer simulations

(2013) V. Aute et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A local adaptive sampling method for reliability-based design optimization using Kriging model

(2013) Zhenzhong Chen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Latin hypercube sampling applied to reliability-based multidisciplinary design optimization of a launch vehicle

(2012) Jafar Roshanian et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Improving variable-fidelity surrogate modeling via gradient-enhanced kriging and a generalized hybrid bridge function

(2012) Zhong-Hua Han et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Hierarchical Kriging Model for Variable-Fidelity Surrogate Modeling

(2012) Zhong-Hua Han et al.   AIAA JOURNAL

Infill sampling criteria for surrogate-based optimization with constraint handling

(2012) J. M. Parr et al.   ENGINEERING OPTIMIZATION

Sequential Design and Analysis of High-Accuracy and Low-Accuracy Computer Codes

(2012) Shifeng Xiong et al.   TECHNOMETRICS

Experimental hover performance evaluation on a small-scale rotor using a rotor test stand

(2011) Byoung-Eon Lee et al.   Journal of Mechanical Science and Technology

Recent advances in surrogate-based optimization

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

Sensitivity analysis of spatial models

(2008) Linda Lilburne et al.   INTERNATIONAL JOURNAL OF GEOGRAPHICAL INFORMATION SCIENCE