A multi-fidelity surrogate model based on support vector regression

Adaptive multi-fidelity polynomial chaos approach to Bayesian inference in inverse problems

(2019) Liang Yan et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A radial basis function-based multi-fidelity surrogate model: exploring correlation between high-fidelity and low-fidelity models

(2019) Xueguan Song et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multi-level multi-fidelity sparse polynomial chaos expansion based on Gaussian process regression

(2019) Kai Cheng et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Multi-Fidelity Local Surrogate Model for Computationally Efficient Microwave Component Design Optimization

(2019) Yiran Song et al.   SENSORS

Multi-fidelity uncertainty propagation using polynomial chaos and Gaussian process modeling

(2019) Fenggang Wang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Application of deep learning based multi-fidelity surrogate model to robust aerodynamic design optimization

(2019) Jun Tao et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Multi-fidelity modeling in sequential design for stability identification in dynamic time-delay systems

(2019) Yiming Che et al.   CHAOS

Linear regression-based multifidelity surrogate for disturbance amplification in multiphase explosion

(2019) M. Giselle Fernández-Godino et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

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

Cope with diverse data structures in multi-fidelity modeling: A Gaussian process method

(2018) Haitao Liu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Multifidelity Surrogate Based on Single Linear Regression

(2018) Yiming Zhang et al.   AIAA JOURNAL

Multi-fidelity Gaussian process regression for prediction of random fields

(2017) L. Parussini et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Multidisciplinary design optimization of dental implant based on finite element method and surrogate models

(2017) Maolin Shi et al.   Journal of Mechanical Science and Technology

A sequential multi-fidelity metamodeling approach for data regression

(2017) Qi Zhou et al.   KNOWLEDGE-BASED SYSTEMS

A cooperative radial basis function method for variable-fidelity surrogate modeling

(2017) Xu Li et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Metamodeling for high dimensional design problems by multi-fidelity simulations

(2017) Xiwen Cai et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multifidelity surrogate modeling based on radial basis functions

(2017) Cédric Durantin et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Remarks on multi-fidelity surrogates

(2016) Chanyoung Park et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A multi-fidelity surrogate-model-assisted evolutionary algorithm for computationally expensive optimization problems

(2016) Bo Liu et al.   Journal of Computational Science

Multi-fidelity modelling via recursive co-kriging and Gaussian–Markov random fields

(2015) P. Perdikaris et al.   PROCEEDINGS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

An adaptive global variable fidelity metamodeling strategy using a support vector regression based scaling function

(2015) Qi Zhou et al.   SIMULATION MODELLING PRACTICE AND THEORY

When Doesn’t Cokriging Outperform Kriging?

(2015) Hao Zhang et al.   STATISTICAL SCIENCE

Grey Wolf Optimizer

(2014) Seyedali Mirjalili et al.   ADVANCES IN ENGINEERING SOFTWARE

Difference mapping method using least square support vector regression for variable-fidelity metamodelling

(2014) Jun Zheng et al.   ENGINEERING OPTIMIZATION

Some considerations regarding the use of multi-fidelity Kriging in the construction of surrogate models

(2014) David J. J. Toal   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

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

Alternative Cokriging Method for Variable-Fidelity Surrogate Modeling

(2012) Zhonghua Han et al.   AIAA JOURNAL

Efficient aerodynamic design through evolutionary programming and support vector regression algorithms

(2012) E. Andrés et al.   EXPERT SYSTEMS WITH APPLICATIONS

Computationally Efficient Multi-Fidelity Bayesian Support Vector Regression Modeling of Planar Antenna Input Characteristics

(2012) J. P. Jacobs et al.   IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION

An adaptive hybrid surrogate model

(2012) Jie Zhang et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Multi-fidelity design optimization of transonic airfoils using physics-based surrogate modeling and shape-preserving response prediction

(2010) Leifur Leifsson et al.   Journal of Computational Science