esys-escript is a module for implementing mathematical models in Python using the finite element method (FEM). As users do not access the underlying data structures it is very easy to use and scripts can run on desktop computers as well as massive parallel supercomputers without changes. Application areas for esys-escript include geophysical inversion, earthquakes, porous media flow, reactive transport, plate subduction, erosion, earth mantle convection, and tsunamis.
esys-escript is designed as an easy-to-use environment for implementing mathematical models based on non-linear, coupled, time-dependent partial differential equations. It uses the finite element method (FEM) for spatial discretization and data representation and is used through Python. It is suitable for rapid prototyping (e.g. for a student project or thesis) as well as for large software projects. Scripts are executed sequentially, on multi-core platforms via OpenMP and distributed computing clusters using MPI. The hybrid mode of OpenMP and MPI is supported and allows for solving problems with over 200 million unknowns on several thousand cores on a parallel computer.
For geophyscial inversion see also the extensions gambit and fingal.
- python based user interface
- two- and three-dimensional finite and spectral element simulations
- specialized geophysical inversion module
- support for VTK and SILO file format
- unstructured meshes from gmsh
- parallelization with OpenMP and MPI support
- Flux Controlled Transport solver (FEM-FCT)
- visualization with VisIt, paraview, mayavi and others
- platform is Linux; there is limited support for MacOS and Windows
Source code is available at https://github.com/LutzGross/esys-escript.github.io.
A version of the documentation for the current master brunch is available here.
To raise a question or to report a bug please start a github issue.
Please inspect the installation guide for information on a specific Linux distribution.
Debian packages [python3-escript-mpi] and [python3-escript] for version 5 are available.
To install esys-escript for anaconda, first run conda and then the command
conda install esys-escript -c conda-forge
At present, this is the recommended way to run esys-escript on Windows.
Online documentation for master branch is available here.
The project was funded by the
- AuScope National Collaborative Research Infrastructure Strategy (NCRIS) (until end of 2023),
- Australian Geophysical Observing System (AGOS) (ended 2014),
- The University of Queensland
If you publish work that makes use of esys-escript, we would appreciate it if you would cite the following reference:
- R Schaa, L Gross, J du Plessis, PDE-based geophysical modelling using finite elements: examples from 3D resistivity and 2D magnetotellurics, Journal of Geophysics and Engineering, Volume 13, Issue 2, April 2016, Pages S59–S73
- L. Gross, L. Bourgouin, A.J. Hale, H.-B. Mühlhaus, Interface modeling in incompressible media using level sets in Escript, Physics of the Earth and Planetary Interiors, Volume 163, Issues 1–4, 2007, Pages 23-34
- Lutz Gross
- Adam Ellery
- Andrea Codd
- Joel Fenwick
- Cihan Altinay
- Simon Shaw
- Jaco Du Plessis
- Ralf Schaa
- Peter Hornby (late)
- Thomas Poulet
- Lin Gao
- Artak Amirbekyan
- Ken Steube
