Selecting the Best Quantity and Variety of Surrogates for an Ensemble Model

Application of surrogate models in estimation of storm surge: A comparative assessment

(2020) Azin Al Kajbaf et al.   APPLIED SOFT COMPUTING

An optimal pointwise weighted ensemble of surrogates based on minimization of local mean square error

(2020) Yifan Ye et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A unified ensemble of surrogates with global and local measures for global metamodelling

(2020) Jian Zhang et al.   ENGINEERING OPTIMIZATION

A surrogate-assisted particle swarm optimization using ensemble learning for expensive problems with small sample datasets

(2020) Chaodong Fan et al.   APPLIED SOFT COMPUTING

Surrogate Modeling with Sequential Updating: Applications to Bridge Deck–Wave and Bridge Deck–Wind Interactions

(2020) Guoji Xu et al.   JOURNAL OF COMPUTING IN CIVIL ENGINEERING

Estimation of axial load-carrying capacity of concrete-filled steel tubes using surrogate models

(2020) Hai-Bang Ly et al.   NEURAL COMPUTING & APPLICATIONS

Performance evaluation of metamodelling methods for engineering problems: towards a practitioner guide

(2019) Mohammed Reza Kianifar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Surrogate Approaches for Aerodynamic Section Performance Modeling

(2019) Andy J. Keane et al.   AIAA JOURNAL

Ensemble of surrogates and cross-validation for rapid and accurate predictions using small data sets

(2019) Reza Alizadeh et al.   AI EDAM-ARTIFICIAL INTELLIGENCE FOR ENGINEERING DESIGN ANALYSIS AND MANUFACTURING

Structural reliability analysis based on ensemble learning of surrogate models

(2019) Kai Cheng et al.   STRUCTURAL SAFETY

Respiratory Motion Prediction Using Fusion-Based Multi-Rate Kalman Filtering and Real-Time Golden-Angle Radial MRI

(2019) Xinzhou Li et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Ensemble of surrogate based global optimization methods using hierarchical design space reduction

(2018) Pengcheng Ye et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Automatic selection for general surrogate models

(2018) Malek Ben Salem et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

On the ensemble of metamodels with multiple regional optimized weight factors

(2018) Hanfeng Yin et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Optimal design of savonius wind turbines using ensemble of surrogates and CFD analysis

(2018) Vishaal Dhamotharan et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Ensemble of surrogates with hybrid method using global and local measures for engineering design

(2017) Liming Chen et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Optimal Weighted Pointwise Ensemble of Radial Basis Functions with Different Basis Functions

(2016) Haitao Liu et al.   AIAA JOURNAL

Ensemble of metamodels: the augmented least squares approach

(2015) Wallace G. Ferreira et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Comparative study of metamodelling techniques in building energy simulation: Guidelines for practitioners

(2014) Liesje Van Gelder et al.   SIMULATION MODELLING PRACTICE AND THEORY

Reliability-based design optimization for vehicle occupant protection system based on ensemble of metamodels

(2014) Xianguang Gu et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Pointwise ensemble of meta-models using v nearest points cross-validation

(2014) Yongbin Lee et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A Co-Evolutionary Approach for Design Optimization via Ensembles of Surrogates With Application to Vehicle Crashworthiness

(2012) Karim Hamza et al.   JOURNAL OF MECHANICAL DESIGN

Ensemble of surrogates with recursive arithmetic average

(2011) Xiao Jian Zhou et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Various approaches for constructing an ensemble of metamodels using local measures

(2010) Erdem Acar   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

A comparative study of metamodeling methods considering sample quality merits

(2010) Dong Zhao et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

Ensemble of metamodels with optimized weight factors

(2008) E. Acar et al.   STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION