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Discretization tools for finite volume and inverse problems

Project description

Latest PyPI version MIT license Travis CI build status Coverage status codacy status

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)

Installing

discretize is on pypi

pip install discretize

To install from source

git clone https://github.com/simpeg/discretize.git
python setup.py 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}
}

Project details


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Filename, size & hash SHA256 hash help File type Python version Upload date
discretize-0.1.19-cp27-cp27m-macosx_10_6_x86_64.whl (178.1 kB) Copy SHA256 hash SHA256 Wheel cp27 May 14, 2018
discretize-0.1.19-cp36-cp36m-macosx_10_7_x86_64.whl (171.1 kB) Copy SHA256 hash SHA256 Wheel cp36 May 3, 2018
discretize-0.1.19-cp36-cp36m-win_amd64.whl (220.7 kB) Copy SHA256 hash SHA256 Wheel cp36 May 14, 2018
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