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Surrogate model

Known as: Surrogate 
A surrogate model is an engineering method used when an outcome of interest cannot be easily directly measured, so a model of the outcome is used… 
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Related topics

Related topics

23 relations
CMA-ESCoarse space (numerical analysis)Computer experimentComputer-aided design

Broader (2)

Design of experimentsNumerical analysis

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
2013
2013
Bayesian parameter estimation for a jet-milling model using Metropolis–Hastings and Wang–Landau sampling
2012
2012
An Optimization Framework for Anisotropic Simplex Mesh Adaptation: Application to Aerodynamic Flows
Singapore-MIT Alliance for Research and Technology (Fellowship in Computational Engineering) 
2009
2009
Cross Validation Can Estimate How Well Prediction Variance Correlates with Error
T HE use of surrogates for facilitating optimization and statistical analysis of computationally expensive simulations has become… 
2009
2009
Annelids, arthropods or molluscs are suitable as surrogate taxa for selecting conservation reserves in estuaries
The urgent need to conserve aquatic biodiversity and the lack of spatial data on biodiversity has motivated conservation planners… 
2008
2008
REGULARIZATION PROPERTIES OF TIKHONOV REGULARIZATION WITH SPARSITY CONSTRAINTS
In this paper, we investigate the regularization properties of Tikhonov regularization with a sparsity (or Besov) penalty for the… 
2008
2008
Two-Level Response and Parameter Mapping Optimization for Magnetic Shielding
We present a new technique for reducing computation time of numerical solutions to optimal design problems. We incorporate in the… 
2007
2007
Developing Markets in Baby-Making: In the Matter of Baby M
2005
2005
Simulation-Based Design Under Uncertainty for Compliant Microelectromechanical Systems
SIMULATION-BASED DESIGN UNDER UNCERTAINTY FOR COMPLIANT MICROELECTROMECHANICAL SYSTEMS Jonathan W. Wittwer Department of… 
2005
2005
On the extension of goal-oriented error estimation and hierarchical modeling to discrete lattice models
2002
2002
From shock response spectrum to temporal moments and vice-versa
Temporal momerils have been used in engineering mechanics to condense the information contained in the shock response spectrum… 
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