Gempy is as open source Python library for generating full 3D structural geological models. The library is a complete development to create geological models from interfases, faults, and layer orientations, it also relates the sequence of geological layers to represent rock intrusions and faults order.
Algorithm for geological modeling is based on universal cokriging interpolation with the support of high-end Python mathematical libraries as Numpy, PyMC3 and Theano.
Gempy creates a grid model that can be visualized as 2D sections with Matplotlib or as 3D geometrical objects as VTK objects that allow the representation of the geologic models on Paraview for custom slicing, filtering, transparencies, and styling.
This tutorial is a basic example of a stratified geological setup with 5 layers and one fault. In order to make the tutorial fully accessible to the majority of users, we have created a complementary tutorial about how to install Gempy on Windows with a repository distribution of Anaconda.
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