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FiPy is a Finite Volume PDE solver written in Python
======== Overview
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.. only:: latex
:term:FiPy
is an object oriented, partial differential equation (PDE)
solver, written in :term:Python
, based on a standard finite volume
(FV) approach. The framework has been developed in the Materials Science
and Engineering Division (MSED_) and Center for Theoretical and
Computational Materials Science (CTCMS_), in the Material Measurement
Laboratory (MML_) at the National Institute of Standards and Technology
(NIST_).
The solution of coupled sets of PDEs is ubiquitous to the numerical
simulation of science problems. Numerous PDE solvers exist, using a
variety of languages and numerical approaches. Many are proprietary,
expensive and difficult to customize. As a result, scientists spend
considerable resources repeatedly developing limited tools for
specific problems. Our approach, combining the FV method and :term:Python
,
provides a tool that is extensible, powerful and freely available. A
significant advantage to :term:Python
is the existing suite of tools for
array calculations, sparse matrices and data rendering.
The :term:FiPy
framework includes terms for transient diffusion,
convection and standard sources, enabling the solution of arbitrary
combinations of coupled elliptic, hyperbolic and parabolic PDEs. Currently
implemented models include phase field :cite:BoettingerReview:2002
:cite:ChenReview:2002
:cite:McFaddenReview:2002
treatments of polycrystalline,
dendritic, and electrochemical phase transformations, as well as drug
eluting stents :cite:Saylor:2011p2794
, reactive wetting :cite:PhysRevE.82.051601
,
photovoltaics :cite:Hangarter:2011p2795
and a level set treatment of the
electrodeposition process :cite:NIST:damascene:2001
.
.. only:: latex
The latest information about :term:FiPy
can be found at
http://www.ctcms.nist.gov/fipy/.
See the latest updates in the :ref:CHANGELOG
.
Even if you don't read manuals...
...please read :ref:INSTALLATION
, :ref:USAGE
and :ref:FAQ
, as well
as :mod:examples.diffusion.mesh1D
.
Download and Installation
Please refer to :ref:INSTALLATION
for details on download and
installation. :term:FiPy
can be redistributed and/or modified
freely, provided that any derivative works bear some notice that they
are derived from it, and any modified versions bear some notice that
they have been modified.
Support
We offer several modes to communicate with the :term:FiPy
developers and
with other users.
.. toctree::
documentation/CONTACT
We welcome collaborative efforts on this project.
Conventions and Notation
:term:FiPy
is driven by :term:Python
script files than you can view or modify in any
text editor. :term:FiPy
sessions are invoked from a command-line shell, such
as :command:tcsh
or :command:bash
.
Throughout, text to be typed at the keyboard will appear like this
.
Commands to be issued from an interactive shell will appear::
$ like this
where you would enter the text ("like this
") following the shell prompt,
denoted by "$
".
Text blocks of the form::
>>> a = 3 * 4
>>> a
12
>>> if a == 12:
... print "a is twelve"
...
a is twelve
are intended to indicate an interactive session in the :term:Python
interpreter.
We will refer to these as "interactive sessions" or as "doctest blocks".
The text ">>>
" at the beginning of a line denotes the primary prompt,
calling for input of a :term:Python
command. The text "...
" denotes the
secondary prompt, which calls for input that continues from the line
above, when required by :term:Python
syntax. All remaining lines, which begin
at the left margin, denote output from the :term:Python
interpreter. In all
cases, the prompt is supplied by the :term:Python
interpreter and should not be
typed by you.
.. warning::
:term:Python
is sensitive to indentation and care should be taken to enter
text exactly as it appears in the examples.
When references are made to file system paths, it is assumed that the
current working directory is the :term:FiPy
distribution directory, referred to
as the "base directory", such that::
examples/diffusion/steadyState/mesh1D.py
will correspond to, e.g.::
/some/where/FiPy-X.Y/examples/diffusion/steadyState/mesh1D.py
Paths will always be rendered using POSIX conventions (path elements
separated by "/
"). Any references of the form::
examples.diffusion.steadyState.mesh1D
are in the :term:Python
module notation and correspond to the equivalent POSIX
path given above.
We may at times use a
.. note::
to indicate something that may be of interest
or a
.. warning::
to indicate something that could cause serious problems.
.. _MML: http://www.nist.gov/mml/ .. _CTCMS: http://www.ctcms.nist.gov/ .. _MSED: http://www.nist.gov/mml/msed/ .. _NIST: http://www.nist.gov/
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