PyMPDATA usage examples reproducing results from literature and depicting how to use PyMPDATA in Python from Jupyter notebooks
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Each of the examples listed below can either be executed using Jupyer after downaloding it (and installing
the PySDM-examples package using pip install
) or executed in the cloud by clicking on one of the
Mybinder or Colab badges below:
- Smolarkiewicz 2006 Figs 3,4,10,11 & 12
(1D homogeneous cases depicting infinite-gauge and flux-corrected transport cases) - Arabas & Farhat 2020 (1D advection-diffusion example based on Black-Scholes equation):
- Olesik et al. 2022
(1D particle population condensational growth problem with coordinate transformations) - Shipway and Hill 2012 (KiD-1D) (analysis discussed in Olesik et al. 2022)
(2D spectral-spatial problem of droplet condensational growth in a column of air)
- Molenkamp 2D solid-body rotation test (as in Jaruga et al. 2015, Fig. 12)
- 1D advection-diffusion example with animation
- 2D shallow-water equations (3D elliptic drop spreading on 2D plane under gravity example from Jarecka et al. 2015)
- 2D advection on a sphere (setup depicting coordinate transformation based on Williamson and Rasch 1989)
- 3D advection (spherical signal revolving in a box, based on Smolarkiewicz 1984)
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