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# Old Phiflow1 Examples
Remove sometime...

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Discussion
=======================
The training via physical gradients,
... **TODO** ...
## Summary
✅ Pro:
- ...
❌ Con:
- ...

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Physical Gradients
=======================
It's getting better and better...
```{figure} resources/placeholder.png
---
height: 220px
name: pg-training
---
TODO, visual overview of PG training
```
## Derivation
... **TODO** ...