GemPy 1.0: open-source stochastic geological modeling and inversion

de la Varga, Miguel; Schaaf, Alexander; Wellmann, Florian

doi:https://doi.org/10.5194/gmd-12-1-2019

Articles | Volume 12, issue 1

https://doi.org/10.5194/gmd-12-1-2019

© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

https://doi.org/10.5194/gmd-12-1-2019

© Author(s) 2019. This work is distributed under
the Creative Commons Attribution 4.0 License.

Articles | Volume 12, issue 1

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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Final revised paper (published on 02 Jan 2019)
Preprint (discussion started on 06 Mar 2018)

Interactive discussion

Status: closed

AC: Author comment | RC: Referee comment | SC: Short comment | EC: Editor comment

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- Supplement

RC1: 'Review of Manuscript GemPy 1.0: open source stochastic geological modeling and inversion', Anonymous Referee #1, 08 May 2018
- AC1: 'Answer from the authors to Reviewer 1', Miguel de la Varga, 06 Jul 2018
- AC2: 'Answer from the authors to Reviewer 2', Miguel de la Varga, 06 Jul 2018
RC2: 'geological modelling', Anonymous Referee #2, 08 Jun 2018
- AC2: 'Answer from the authors to Reviewer 2', Miguel de la Varga, 06 Jul 2018
- AC1: 'Answer from the authors to Reviewer 1', Miguel de la Varga, 06 Jul 2018

Peer-review completion

AR: Author's response | RR: Referee report | ED: Editor decision

AR by Miguel de la Varga on behalf of the Authors (24 Jul 2018) Author's response Manuscript

ED: Referee Nomination & Report Request started (03 Aug 2018) by Lutz Gross

RR by Anonymous Referee #2 (27 Aug 2018)

RR by Sally Cripps (25 Sep 2018)

ED: Publish subject to minor revisions (review by editor) (06 Oct 2018) by Lutz Gross

AR by Miguel de la Varga on behalf of the Authors (10 Oct 2018) Author's response Manuscript

ED: Publish subject to minor revisions (review by editor) (14 Nov 2018) by Lutz Gross

AR by Miguel de la Varga on behalf of the Authors (15 Nov 2018) Author's response Manuscript

ED: Publish as is (16 Nov 2018) by Lutz Gross

AR by Miguel de la Varga on behalf of the Authors (27 Nov 2018)

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.