discretize

https://zenodo.org/badge/DOI/10.5281/zenodo.596411.svg

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discretize - A python package for finite volume discretization.

The vision is to create a package for finite volume simulation with a focus on large scale inverse problems. This package has the following features:

modular with respect to the spacial discretization
built with the inverse problem in mind
supports 1D, 2D and 3D problems
access to sparse matrix operators
access to derivatives to mesh variables

https://raw.githubusercontent.com/simpeg/figures/master/finitevolume/cell-anatomy-tensor.png

Currently, discretize supports:

Tensor Meshes (1D, 2D and 3D)
Cylindrically Symmetric Meshes
QuadTree and OcTree Meshes (2D and 3D)
Logically Rectangular Meshes (2D and 3D)
Triangular (2D) and Tetrahedral (3D) Meshes

Installing

discretize is on conda-forge, and is the recommended installation method.

conda install -c conda-forge discretize

Prebuilt wheels of discretize are on pypi for most platforms

pip install discretize

To install from source, note this requires a c++ compiler supporting the c++17 standard.

git clone https://github.com/simpeg/discretize.git
cd discretize
pip install .

Citing discretize

Please cite the SimPEG paper when using discretize in your work:

Cockett, R., Kang, S., Heagy, L. J., Pidlisecky, A., & Oldenburg, D. W. (2015). SimPEG: An open source framework for simulation and gradient based parameter estimation in geophysical applications. Computers & Geosciences.

BibTex:

@article{cockett2015simpeg,
  title={SimPEG: An open source framework for simulation and gradient based parameter estimation in geophysical applications},
  author={Cockett, Rowan and Kang, Seogi and Heagy, Lindsey J and Pidlisecky, Adam and Oldenburg, Douglas W},
  journal={Computers \& Geosciences},
  year={2015},
  publisher={Elsevier}
}

Links

Website: http://simpeg.xyz

Documentation: http://discretize.simpeg.xyz

Code: https://github.com/simpeg/discretize

Tests: https://dev.azure.com/simpeg/discretize/_build

Bugs & Issues: https://github.com/simpeg/discretize/issues

Questions: http://simpeg.discourse.group/

Chat: https://mattermost.softwareunderground.org/simpeg

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Release history Release notifications | RSS feed

This release

0.12.0

Oct 9, 2025

0.11.3

Jun 5, 2025

0.11.2

Jan 28, 2025

0.11.1

Nov 6, 2024

0.11.0

Oct 25, 2024

0.10.0

Oct 27, 2023

0.9.0

Jun 6, 2023

0.8.3

Jan 27, 2023

0.8.2

Aug 17, 2022

0.8.1

Aug 17, 2022

0.8.0

May 12, 2022

0.7.4

Apr 21, 2022

0.7.3

Feb 28, 2022

0.7.2

Dec 6, 2021

0.7.1

Oct 7, 2021

0.7.0

Apr 30, 2021

0.6.3

Mar 2, 2021

0.6.2

Nov 26, 2020

0.6.1

Nov 18, 2020

0.6.0

Nov 17, 2020

0.5.1

Sep 4, 2020

0.5.0

Sep 2, 2020

0.4.15

Jul 24, 2020

0.4.14

Jul 4, 2020

0.4.13

Jun 23, 2020

0.4.12

Jun 6, 2020

0.4.11

Jan 11, 2020

0.4.10

Aug 14, 2019

0.4.9

Aug 6, 2019

0.4.8

Jul 8, 2019

0.4.7

Jul 5, 2019

0.4.6

Jul 3, 2019

0.4.5

Jun 28, 2019

0.4.4

May 23, 2019

0.4.3

May 15, 2019

0.4.2

Apr 26, 2019

0.4.1

Apr 22, 2019

0.4.0

Apr 18, 2019

0.3.11

Apr 4, 2019

0.3.10

Mar 18, 2019

0.3.9

Feb 26, 2019

0.3.8

Jan 8, 2019

0.3.7

Dec 8, 2018

0.3.6

Dec 7, 2018

0.3.5

Dec 2, 2018

0.3.4

Nov 5, 2018

0.3.3

Oct 23, 2018

0.3.2

Jul 25, 2018

0.3.1

Jul 22, 2018

0.3.0

Jul 20, 2018

0.2.1

Jul 12, 2018

0.2.0

Jul 11, 2018

0.1.19

Apr 6, 2018

0.1.18

Mar 11, 2018

0.1.17

Mar 2, 2018

0.1.16

Feb 28, 2018

0.1.15

Feb 16, 2018

0.1.14

Jan 21, 2018

0.1.13

Jan 8, 2018

0.1.12

Jan 8, 2018

0.1.11

Dec 7, 2017

0.1.10

Dec 5, 2017

0.1.9

Jul 7, 2017

0.1.8

Jun 22, 2017

0.1.7

Jun 13, 2017

0.1.6

May 18, 2017

0.1.5

Apr 30, 2017

0.1.5b0 pre-release

Apr 5, 2017

0.1.4

Feb 27, 2017

0.1.3

Feb 9, 2017

0.1.3b1 pre-release

Feb 9, 2017

0.1.3b0 pre-release

Feb 9, 2017

0.1.2

Feb 9, 2017

0.1.1

Jan 9, 2017

0.1.1b1 pre-release

Jan 9, 2017

0.1.1b0 pre-release

Jan 9, 2017

0.1.0

Jan 9, 2017

0.0.0

Jul 16, 2016

discretize 0.12.0

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