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add animation to the docs landing site
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slayoo authored Nov 13, 2024
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<div style="padding-top: 2em">
<h2>What is PyMPDATA?</h2>
<p>
PyMPDATA is a <b>Numba-accelerated</b> Pythonic implementation of the <b>MPDATA algorithm</b>
of <a href="https://doi.org/10.1016/0021-9991(84)90121-9">Smolarkiewicz et al.</a> used in geophysical fluid dynamics and beyond for
<b>numerically solving generalised convection-diffusion PDEs</b>. PyMPDATA supports integration in 1D, 2D and 3D structured meshes
with optional coordinate transformations.
<img align="right" src="https://github.com/open-atmos/PyMPDATA-MPI/releases/download/latest-generated-plots/n_iters.3_rank_0_size_1_c_field_.0.5.0.25._mpi_dim_0_n_threads_3-CartesianScenario-anim.gif">
PyMPDATA is a <b><a href="https://numba.pydata.org">Numba-accelerated</a></b> <mark>multi-threaded</mark> Pythonic implementation of the
<b>MPDATA algorithm</b> of <a href="https://doi.org/10.1016/0021-9991(84)90121-9">Smolarkiewicz et al.</a> used in
<mark>geophysical fluid dynamics</mark> and beyond for
<b>numerically solving generalised <mark>convection-diffusion PDEs</mark></b>.
PyMPDATA supports integration in 1D, 2D and 3D structured meshes
with optional coordinate transformations.
The animation shown depicts a "hello-world" 2D advection-only simulation
with dotted lines indicating <mark>domain decomposition</mark> across three threads.
</p>
<p>
A separate project called <b><a href="https://github.com/open-atmos/PyMPDATA-MPI">PyMPDATA-MPI</a></b> depicts how
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