Articles | Volume 12, issue 1
https://doi.org/10.5194/gmd-12-1-2019
https://doi.org/10.5194/gmd-12-1-2019
Development and technical paper
 | 
02 Jan 2019
Development and technical paper |  | 02 Jan 2019

GemPy 1.0: open-source stochastic geological modeling and inversion

Miguel de la Varga, Alexander Schaaf, and Florian Wellmann

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Short summary
GemPy is an open-source Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. GemPy is implemented in the programming language Python, making use of a highly efficient underlying library, Theano, for efficient code generation that performs automatic differentiation. This enables the link to probabilistic machine-learning and Bayesian inference frameworks.