lagudu123 / simpeg

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

SimPEG

Simulation and Parameter Estimation in Geophysics - A python package for simulation and gradient based parameter estimation in the context of geophysical applications.

The vision is to create a package for finite volume simulation with applications to geophysical imaging and subsurface flow. To enable the understanding of the many different components, this package has the following features:

• modular with respect to the spacial discretization, optimization routine, and geophysical problem
• built with the inverse problem in mind
• provides a framework for geophysical and hydrogeologic problems
• supports 1D, 2D and 3D problems
• designed for large-scale inversions

Overview Video

Working towards all the Geophysics, but Backwards - SciPy 2016

Citing SimPEG

There is a paper about SimPEG!

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

Slack (real time chat): http://slack.simpeg.xyz

Documentation: http://docs.simpeg.xyz

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

Tests: https://travis-ci.org/simpeg/simpeg

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