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# Astroid database

flatspin includes an astroid database with switching parameters for a range of different magnet shapes and sizes.
These parameters have been estimated from [mumax](https://mumax.github.io/) simulations.
The table below shows the full contents of the astroid database.

```{code-cell} ipython3
:tags: [hide-input]

from flatspin.astroid import db
db = db.sort_values(['shape', 'thickness', 'height', 'width'], ignore_index=True)
db.style \
  .hide() \
  .format(subset='hc', precision=4) \
  .format(subset=['b', 'c'], precision=3) \
  .format(subset=['beta', 'gamma'], precision=2)
```