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Kriging

Known as: Universal Kriging, Multiple-indicator Kriging, Gaussian process regression 
In statistics, originally in geostatistics, Kriging or Gaussian process regression is a method of interpolation for which the interpolated values are… 
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Related topics

Related topics

34 relations
CMA-ESComputer experimentCurve fittingFinite element method

Broader (1)

Interpolation

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2014
Highly Cited
2014
ooDACE toolbox: a flexible object-oriented Kriging implementation
When analyzing data from computationally expensive simulation codes, surrogate modeling methods are firmly established as… 
Highly Cited
2014
Highly Cited
2014
Inferring gas consumption and pollution emission of vehicles throughout a city
This paper instantly infers the gas consumption and pollution emission of vehicles traveling on a city's road network in a… 
Highly Cited
2013
Highly Cited
2013
Prognostics for state of health estimation of lithium-ion batteries based on combination Gaussian process functional regression
Highly Cited
2008
Highly Cited
2008
A Kriging Metamodel Assisted Multi-Objective Genetic Algorithm for Design Optimization
The high computational cost of population based optimization methods, such as multi-objective genetic algorithms, has been… 
Highly Cited
2005
Highly Cited
2005
Flood frequency regionalisation—spatial proximity vs. catchment attributes
Highly Cited
2004
Highly Cited
2004
Modeling of ground-penetrating Radar for accurate characterization of subsurface electric properties
The possibility to estimate accurately the subsurface electric properties from ground-penetrating radar (GPR) signals using… 
Review
2004
Review
2004
Small-footprint lidar estimation of sub-canopy elevation and tree height in a tropical rain forest landscape
Highly Cited
2001
Highly Cited
2001
Kriging Models for Global Approximation in Simulation-Based Multidisciplinary Design Optimization
Response surface methods have been used for a variety of applications in aerospace engineering, particularly in multidisciplinary… 
Highly Cited
2001
Highly Cited
2001
Geostatistical modelling of uncertainty in soil science
Review
2000
Review
2000
Road evaluation with ground penetrating radar
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