Summary

If you are a developer and your solver is not listed below, please open a pull request and we will be happy to review and add it to the list. Please check the developer guide for instructions on how to write your own solvers.

Estimation

SolverCoverageDescriptionReferences
KrigingKriging (SK, OK, UK, EDK)Matheron 1971
IDWInverse distance weightingShepard 1968
LWRLocally weighted regressionCleveland 1979

Simulation

All simulation solvers can generate realizations in parallel unless otherwise noted.

Two-point

SolverCoverageDescriptionReferences
LUGSLU Gaussian simulationAlabert 1987
SGSSequential Gaussian simulationGómez-Hernández 1993
FFTGSFFT Gaussian simulationGutjahr 1997
SPDEGSSPDE Gaussian simulationLindgren 2011

Multiple-point

SolverCoverageDescriptionReferences
IQImage quiltingHoffimann 2017
TPSTuring patternsTuring 1952

Meta

SolverCoverageDescriptionReferences
StratSimStratigraphy simulationHoffimann 2018
CookieCutterCookie-cutter simulationBegg 1992

Learning

SolverCoverageDescriptionReferences
PointwiseLearnPointwise learningHoffimann 2018