FluidSim documentation

FluidSim is a framework for studying fluid dynamics with numerical simulations using Python. It is part of the wider project FluidDyn.

The package is still in a planning stage so it is still pretty unstable and many of its planned features have not yet been implemented.

FluidSim provides object-oriented libraries to develop quite simple solvers (mainly using pseudo-spectral methods) by writing mainly Python code. The result should be quite efficient compared to a pure Fortran or C++ code since most of the time-consuming tasks are performed by quite optimized compiled functions (to be better quantified).

An advantage is that to run simulations and analyze the results, the users communicate (possibly interactively) with the machine through Python, which is nowadays among the best languages to do these tasks. Moreover, it should be much simpler than with pure Fortran or C++ codes to add any complicate analysis. For example, it should be very simple and quick to write a solver for adjoin equations.

At this stage, just few solvers have been written, but at least FluidSim can solve these equations:

  • Incompressible Navier-Stokes equations in a two-dimensional periodic space,
  • One-layer shallow-water equations in a two-dimensional periodic space,
  • ...

Modules Reference

fluidsim.base Base classes for writing solvers
fluidsim.operators Numerical operators
fluidsim.solvers Particular solvers
fluidsim.util Utilities

Scripts

FluidSim also comes with scripts. They are organised in the following directories:

scripts.launch
scripts.plot_results
scripts.util

Indices and tables