
spatial
 Referenced in 276 articles
[sw04502]
 spatial: Functions for Kriging and Point Pattern Analysis , Functions for kriging and point pattern analysis...

DACE
 Referenced in 120 articles
[sw04715]
 Matlab toolbox for working with kriging approximations to computer models. Typical use of this software ... construct a kriging approximation model based on data from a computer experiment ... evaluate the computer model for constructing the kriging approximation...

SPOT
 Referenced in 53 articles
[sw06347]
 CART and random forest; Gaussian process models (Kriging), and combinations of di erent metamodeling approaches...

FRK
 Referenced in 46 articles
[sw19172]
 package FRK. Fixed Rank Kriging is a tool for spatial/spatiotemporal modelling and prediction with large...

DiceKriging
 Referenced in 27 articles
[sw07783]
 package DiceKriging: Kriging methods for computer experiments. Estimation, validation and prediction of kriging models. Important...

DiceOptim
 Referenced in 25 articles
[sw07784]
 package DiceOptim: Krigingbased optimization for computer experiments. Expected Improvement. EGO algorithm. Multipoints ... Constant Liars. Criteria and algorithms for Noisy Krigingbased Optimization , including...

SGeMS
 Referenced in 34 articles
[sw13298]
 more common geostatistics algorithms, such as kriging of one or more variables, sequential and multiple...

Gstat
 Referenced in 13 articles
[sw04488]
 models (anisotropy coefficients are not fitted automatically). Kriging and (sequential) conditional simulation are done under ... this model include ordinary and simple kriging, ordinary or simple cokriging, universal kriging, external drift ... kriging, Gaussian conditional or unconditional simulation or cosimulation. In addition, variables may share trend coefficients...

fields
 Referenced in 15 articles
[sw08187]
 methods include cubic, and thin plate splines, Kriging and compact covariances for large data sets ... splines and Kriging methods are supporting by functions that can determine the smoothing parameter (nugget...

RandomFields
 Referenced in 20 articles
[sw08188]
 extreme value random fields; conditional simulation; kriging; maximum likelihood estimation...

AKMCS
 Referenced in 9 articles
[sw18303]
 active learning reliability method combining Kriging and Monte Carlo Simulation. An important challenge in structural ... researchers in the last decades. However, recently, Kriging, originated from geostatistics, have emerged in reliability ... analysis. Widespread in optimisation, Kriging has just started to appear in uncertainty propagation ... approach based on Monte Carlo Simulation and Kriging metamodel to assess the reliability of structures...

EnviroStat
 Referenced in 15 articles
[sw11048]
 devoted to techniques that are known as kriging. The third part presents the fully general...

gstat
 Referenced in 14 articles
[sw08293]
 ordinary and universal point or block (co)kriging, sequential Gaussian or indicator (co)simulation; variogram...

SURROGATES
 Referenced in 13 articles
[sw07575]
 design, Doptimal and maxmin designs. Surrogates: kriging, polynomial response surface, radial basis neural network...

AQUARS
 Referenced in 9 articles
[sw07570]
 mesh adaptive direct search (MADS) combined with kriging. The results show that the AQUARS methods ... MLSL coupled to MADS with kriging on the watershed calibration problem...

ooDACE
 Referenced in 3 articles
[sw12876]
 ooDACE toolbox: a flexible objectoriented Kriging implementation. When analyzing data from computationally expensive simulation ... space exploration, sensitivity analysis, visualization and optimization. Kriging is a popular surrogate modeling technique used ... Computer Experiments (DACE). Hence, the past decade Kriging has been the subject of extensive research ... many extensions have been proposed, e.g., coKriging, stochastic Kriging, blind Kriging, etc. However...

UQLab
 Referenced in 7 articles
[sw19740]
 polynomial chaos expansions, Gaussian process modelling, a.k.a. Kriging, lowrank tensor approximations), rare event estimation...

DECLUS
 Referenced in 5 articles
[sw13524]
 compared to polygonal declustering and global kriging...

AUTOIK
 Referenced in 2 articles
[sw21228]
 AUTOIK: a 2D indicator kriging program for the automated nonparametric modeling of local ... uncertainty in earth sciences. Indicator kriging provides a flexible interpolation approach that is well suited ... pollutant concentrations). To apply indicator kriging at its full potential requires, however, the tedious inference ... benefit of using more thresholds when indicator kriging is implemented with a linear interpolation model...

Emlk2d
 Referenced in 2 articles
[sw13516]
 spatial estimation using empirical maximum likelihood kriging. The authors describe a Fortran90 program ... empirical maximum likelihood kriging. More efficient estimates are obtained by solving the estimation problem ... experimental data), where the simple kriging estimate is equivalent to the maximum likelihood estimate...