GP_geomod-class: Gaussian Process for Implicit Geological Modeling

In italo-goncalves/geomod3D: Implicit 3D Geological Modeling and Geostatistics

Description

Implicit geological using Gaussian Processes and compositional relations among the geological classes.

Usage

GP_geomod(data, value1, value2 = value1, model, tangents = NULL,
  enforce.contacts = T, reg.v = 1e-09, reg.t = 1e-09)

Slots

GPs

A list containing one GP object per class.

params

A list containing modeling parameters such as regularization factors.

References

Gon<c3><a7>alves IG, Kumaira S, Guadagnin F. A machine learning approach to the potential-field method for implicit modeling of geological structures. Comput Geosci 2017;103:173<e2><80><93>82. doi:10.1016/j.cageo.2017.03.015.

See Also

GP_geomod-init, GP-class

italo-goncalves/geomod3D documentation built on May 24, 2019, 2:49 p.m.